{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1 Matplotlib 使用Python进行可视化\n",
    "在数据科学和机器学习的工作流程中，数据可视化是不可或缺的一环。无论是探索数据模式，还是展示分析结果，一个好的可视化工具都可以极大地提升我们对数据的理解和决策能力。Matplotlib 是Python中最流行、功能最强大的可视化库之一。它不仅能帮助我们轻松创建各种类型的静态图表，还支持生成交互式和动画效果的可视化，从而满足不同场景下的需求。\n",
    "\n",
    "## 1.1 下载Matplotlib\n",
    "\n",
    "使用pip安装Matplotlib，命令如下：\n",
    "```bash\n",
    "pip install matplotlib -i https://pypi.tuna.tsinghua.edu.cn/simple/\n",
    "```\n",
    "\n",
    "## 1.2 Matplotlib的基本概念\n",
    "Matplotlib的基本概念主要包括以下几个方面：\n",
    "- Figure：整个图像窗口，所有的绘图区域都在其中\n",
    "- Axes：实际绘图的子区域（可以划分为多个子区域），包括坐标轴、图例、标题等。\n",
    "- Axis：坐标轴，包括x轴、y轴，用于显示数据范围。\n",
    "- Artist：所有在图中绘制的图形对象，包括简单的点、线条、文本、图像等。\n",
    "如下图所示：\n",
    "\n",
    "<img src=\"images/cheatsheets.png\" alt=\"Matplotlib的基本概念\" style=\"zoom:10%;\" />\n",
    "\n",
    "\n",
    "## 1.3 Matplotlib的绘图流程\n",
    "Matplotlib的绘图流程主要包括以下几个步骤：\n",
    "1. 创建Figure对象\n",
    "2. 绘制图形\n",
    "3. 设置坐标轴\n",
    "4. 添加图例、标题等\n",
    "5. 显示图形或保存图形\n",
    "\n",
    "一个简单的Matplotlib绘图示例代码如下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt     # 导入Matplotlib库\n",
    "import numpy as np                  # 导入NumPy库，用于生成和处理数据\n",
    "\n",
    "# 画一个正弦曲线和余弦曲线\n",
    "x = np.linspace(-np.pi, np.pi, 100)  # 生成-π到π之间的100个等间距的数据\n",
    "y1 = np.sin(x)                       # 计算正弦值\n",
    "y2 = np.cos(x)                       # 计算余弦值\n",
    "\n",
    "# 创建Figure对象\n",
    "plt.figure(figsize=(8, 6))\n",
    "\n",
    "# 绘制图形\n",
    "# plot()函数用于绘制曲线，参数分别为x轴数据、y轴数据、标签、颜色、线型、线宽\n",
    "plt.plot(x, y1, label='sin(x)', color='r', linestyle='-', linewidth=2)  # 绘制正弦曲线\n",
    "plt.plot(x, y2, label='cos(x)', color='b', linestyle='--', linewidth=2) # 绘制余弦曲线\n",
    "\n",
    "# 设置坐标轴\n",
    "plt.xlabel('x')                      # 设置x轴标签\n",
    "plt.ylabel('y')                      # 设置y轴标签\n",
    "plt.xlim(-np.pi, np.pi)              # 设置x轴范围\n",
    "plt.ylim(-1, 1)                      # 设置y轴范围\n",
    "\n",
    "# 添加图例、标题\n",
    "plt.legend()                         # 显示图例\n",
    "plt.title('Sin and Cos Curve')       # 设置标题\n",
    "\n",
    "plt.show()                          # 显示图形"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1.4 Matplotlib的绘图样式简介\n",
    "\n",
    "### 1.4.1 颜色\n",
    "\n",
    "<img src=\"images/colors.png\" alt=\"Matplotlib颜色使用方法\" style=\"zoom:15%;\" />\n",
    "\n",
    "Matplotlib提供了多种颜色设置方式如下：\n",
    "- 'Cn'默认颜色循环：C0、C1、C2、C3、C4、C5、C6、C7、C8、C9\n",
    "- 'x'单字母表示：b（蓝色）、g（绿色）、r（红色）、c（青色）、m（洋红）、y（黄色）、k（黑色）、w（白色）\n",
    "- 'name' 颜色名称：'blue'、'green'、'red'、'cyan'、'magenta'、'yellow'、'black'、'white'...\n",
    "- '#rrggbb' 十六进制RGB：'#000000'（黑色）、'#FF0000'（红色）、'#00FF00'（绿色）、'#0000FF'（蓝色）...\n",
    "- (R, G, B[ ,A]) 0.0 到 1.0 之间的RGBA元组：(0,0,0)（黑色）、(1,0,0)（红色）、(0,1,0)（绿色）、(0,0,1)（蓝色）...\n",
    "- 'x.y' 0.0 到 1.0 之间的灰度值：'0'（黑色）、'0.5'（灰色）、'1'（白色）\n",
    "\n",
    "`'name'` 提供的颜色名称如下图所示：\n",
    "\n",
    "<img src=\"images/colors_names.png\" alt=\"Matplotlib颜色名称\" style=\"zoom:10%;\" />\n",
    "\n",
    "\n",
    "`'name'` 提供的颜色不满足你的需求时，可以使用 `(R, G, B[ ,A])` 或 `#rrggbb` 来自定义颜色。下面的程序演示了如何使用各种颜色设置方式进行绘图："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Xj5EjR8odPCGEEOIL9vYG1Yf8d9fimGzYsIEzZ86Y1Jh89OgRDx8+pG7dusC7+c2TJ0/Inj17ZLunT5/Spk0b1q1bF1nP8uXLlyY37cB4jnXkyBFWr17NqFGjSJUqFX5+fpHtQkJCopyjpUmTJlbXFJOoamnu2bOH4cOH07hxY6ZNmxY5v1q2bBk2NjZ07Ngx2v7GjRtH4cKFad++vdH7p0+fpmLFikbZaEKIhCdBKSHERxs4cCADBw4kJCQkcvne+x4/fkzDhg35+eefjepIRcfHxwc7OzuOHDlC2bJlKVu2LFu2bKF3794mbXU6HZaWlty9e5dbt24xa9YsgoKCGDJkCL/99ltkOryvr69RentUkz8fH58o77j9972nT58SEhISmYYPsHfvXurUqUPu3LkJCAgA1N3EtwE4MzMzk+Lot27divFroNfruXTpEtu2bWPy5MlGKec2NjbMnTuXSpUqceHChSiLkwohhBAi8YWHh8dq+Z5Op4t8vXnzZn766SdsbGxMbti5ubkRERFhMl958OAB4eHhHD161OgmmaurK9WqVYt83b9/f2bNmsXGjRvp1KkToOpORRWUejvH2r9/P/b29ixfvpzt27dz+/btyF0EQc2xMmTIEPk6qjnWunXr+Pfff43ee1s0HVRNqXz58pmc975z584xePBgdu/ejbe3N2vWrKFbt278/fffrFixgokTJ0Z77suXL/n1119Zvny5ybEsWbLQv39/pk2bFmX2mRAiYUhQSgjxSQIDA7l27Rru7u788ssv2NraUrhwYapVq8bjx49xcXEhderUsdqK193dnfXr1zNo0CC2bNnCyZMnyZo1K2PGjOG7774zuYOl0+lwcHAgf/785M+fnwsXLjBlyhS6d++OmZlZ5B3KW7dukStXrsjzQkNDTT47bdq0UQbV/uvgwYNYWlry6NGjyP5Kly5N+vTp+e233yLbPX36lIIFCwIqKHX48GGTTKmohIWF8c8//2Bvb09ERASNGjUymly+VbJkSTp06MC5c+ckKCWEEEJ8ocaMGUOLFi0ia0pGtXzv5cuXWFtb8+eff9KtWzeaN29O9erVo8w++u233wgICGDs2LGx+vz3M6UsLCwYM2YM5cuXB9R8yN/fnzRp0hAQEICdnV1k27dzrPr166PX65kzZw5Xr15l5MiRRhlgt27dMto1L6o5VseOHWMsQP7q1StevHgBYDTH+q/Dhw/z1VdfsWfPHvLmzUvevHmZO3cuBoOB0NBQjh8/HmMd0hEjRtCvX7/I0hP/lT17dnr16kWNGjXYuHEjefPmjbYfIUT8kaCUEOKjhIWFUblyZTJlykTNmjXZsmULRYsWJSAggM6dO5M/f3527doVWbsgW7ZsnDt3jnLlykXZ3/3795k8eTLLli1j6dKl1KxZExcXFwCKFy/O2rVrjbYYBhUQy5w5M8+ePePYsWNotVq2bt3K5cuX2bFjB9WqVcPJyYmDBw+SMWNGVq9eTZEiRT45kPM2Lf7AgQORmVvp06c3aXfmzBmqV68OqDpQMWVKBQcHs3z5crZt24a1tTV//PEHWq2W4OBgihUrFu1YpkyZYlK0UwghhBCJy8/PjwYNGkT+jF68eHHksagypQACAgIICAggLCyMb7/9NsqA1Md6/vw5Z8+e5fvvvzeqSwVE7uj3NkOrZs2anD9/nilTpjBs2DDg3Rzr1KlTXL58mVq1ajFo0CDmzJlDpUqVaNWqFaGhoVy6dIlq1aqRKVMmevXqFVk/62NkyJAhMtvqv3Ost2OcNGlSZNb7f0tBjB49muHDh7N9+/YYA1IHDhzAw8Mjyiypt0qUKMGAAQOoUqUKp06dIk+ePB99HUKIzyNBKSHER7G0tGTPnj28fv0agHz58jF58mQGDBhAxYoVOXPmDJs3b2bv3r0A9OjRg8GDB0du//tf4eHhtGvXjr179+Lq6srixYs5dOhQ5PEffviBkiVLUq5cOaP07rt371K+fHmyZMkSGbA6fPgwQ4cOZcSIEUycOJEnT55w5MgRzp07x+7duxk+fDgrV678rGt/8OBBjMfPnTvHoEGDABWUiilTytramuPHjzNgwACaN28e6zFkzpz5I0cthBBCiPjm6OjImTNnojy2detW9uzZkyDFtTNnzswff/xBq1atot3Q5ebNm3Tu3Jnjx4+bHHvx4gWFChXCwsKCypUrExERwffff8+tW7do0KABAwYM4Oeff6Zz58707t2brl27ki9fPlq2bPlZ4347x4qIiGD79u3cunWLtm3bUrRoUQ4ePGjUtkCBAnTq1In69euzYsUKcubMadKfu7s7ixcvZuPGjR/cvbhHjx5s3LiR0aNHRwbuhBAJJ/rQshBCROPp06f8+++/HDx4kF27dlGwYEHmzp3LwIEDuXr1amRBTCByOdv72/q+rcP0888/ExQUxPDhw9mxY4dRfYMMGTLw3XffUa1aNU6ePBn5/tWrV2nevDlmZmZ4enoyZMgQDhw4wMmTJ+nYsSOPHj1i2LBh7Ny5EwsLC1q0aEGdOnVo0KCBybUEBwcb7SIYk9OnT0fuZPPW2/pVT548oVy5cpF3JaPbUectjUbDhg0bYhWQ+lBfQgghhPhyGQyGyPlCQmjXrp1JQCowMJAzZ84QEhLCgQMHoqzlpNPpyJYtG1ZWVpiZmXH8+HE6dOhAhQoV2LNnD/nz52fVqlW8ePGCH3/8Ea1Wy7Jly9i6davJPE+r1eLt7R2r8d67d4/169fj6upKQEAA9erVY9y4cRQtWhR4N9c6fPgw48aN4/r163Tu3JmRI0dStWpVunTpwtatWyMDWz4+Pvz++++sWrUKe3t7QkNDI5ceenh4RFnY/Ndff6VEiRKxGq8QIm5JppQQ4qNt3LiREiVKUKlSJfbv38/AgQMpV64cBw4cIGvWrDRs2NCo/YwZMyhbtiy+vr5MmjQJADs7O65fv879+/dZunQpa9eujQxk/de4ceM4ffo0s2bNwsnJiTx58lCgQAGCg4PZv38/wcHBjB8/ntSpU6PT6di4cSPe3t6sW7cOS0vLyH6GDx/OlStXTPqvUqUKuXPn/mDKfEhICCEhISZp3W8Lex46dIghQ4ZEvq/T6aJcvvffoqaxER4eHmWdBiGEEEIkDWFhYR/989/d3Z0///yTa9eucfny5chM7E+VKlUqgoKCKFKkCA8fPmTbtm0mbY4fP07//v25evUqV69eJUuWLGzYsAGNRsPTp0/ZsWMHRYsW5euvv448x8rKimXLlnHgwAGjvooXL07v3r0pVKiQ0XwsKh4eHhQvXpy0adPi4OBgdCwoKAh3d3fq169P165dGT9+fGTArUGDBpw5c4YJEyYwYMAAZs6cSZ48eQgKCmLy5MmRczA/Pz/++OMPFi9ejLu7e5SF0QsVKkShQoVi98UUQsQpjSEhw/ZCiGRhx44d1KtXL7KA59v3bG1tI+svvW/v3r1Uq1bNKPD06NEjQkJCPjgJ0Ol0kVsYvw0CRZWK7e3tjb29/QcnP3Hpt99+I126dLRo0SJyK2aAVq1asWnTJqNaB9999x0TJkwgU6ZMse5/1apVNGnShLRp08bpuIUQQgiRMA4dOoSPjw9t27b96HOPHj3KkiVLWLx4sVFB8k918eJFfH19jXbSeyssLCzaOdSLFy8+av4Sl8aMGUPbtm0pXrx4tG3Cw8OjXa741tGjR1m/fj2//PJLlDdChRCJQ4JSQog4ERQUZFJQUwghhBBCCCGEiI4EpYQQQgghhBBCCCFEgpNC50IIIYQQQgghhBAiwUlQSgghhBBCCCGEEEIkuCS9+55er+f58+fY29tHubWnEEIIIcTnMBgMvHnzBnt7exwcHJLFfEPmT0IIIYSIb2/nUJkzZzba/Ol9SToo9fz5c7Jly5bYwxBCCCFECuDn52eyXXlSJPMnIYQQQiSUZ8+ekTVr1miPJ+mg1Nvt1589e5YsJolCCCGE+LL4+/uTLVs2nj17FjnvSOpk/iSEEEKI+PZ2DvWh+VOSDkq9TTl3cHCQSZUQQggh4k1yWboHMn8SQgghRML50PxJCp0LIYQQQgghhBBCiAQnQSkhhBBCCCGEEEIIkeAkKCWEEEIIIYQQQgghElySrikVG3q9nrCwsMQeRoKytLSMcctFIYQQQogPiYiIQKfTJfYw4pSFhQVarTaxhyGEEEKI/0vWQamwsDAeP36MXq9P7KEkKDMzM3LmzImlpWViD0UIIYQQSYzBYODly5f4+vom9lDiRerUqcmYMWOyKVwvhBBCJGXJNihlMBh48eIFWq2WbNmypZjMIb1ez/Pnz3nx4gUuLi4y4RJCCCHER3kbkEqfPj22trbJZi5hMBgICgrCw8MDgEyZMiXyiIQQQggRp0GpR48eceDAAaZPn86TJ09idc6TJ08YO3YsOXPmJDw8nKlTp8bJ5Cc8PJygoCAyZ86Mra3tZ/eXlDg7O/P8+XPCw8OxsLBI7OEIIYQQIgavX79myJAh5MiRAx8fH2bOnIm1tXWM53Tp0oUjR45Evi5Xrhxbt2797LFEREREBqTSpUv32f19aWxsbADw8PAgffr0spRPCCGESGRxmj6UK1cuevfujcFgiPU5PXr0YPTo0UyaNAlnZ2eWLl0aJ2OJiIgASJFL2N5e89uvgRBCCCG+XMOGDaN9+/ZMmDCBmjVrMnny5A+eU7FiRdzc3CIfcRGQAiJrSCXnG3pvry251csSQgghkqJ4Wb4X26VyDx8+5PXr1xQsWBCApk2b0rZtW3r16hVnY0kuKecfIyVesxAiZQoMDeelfwh+wTr8gnX4///PsHA9luZmWGjfPjQ4WFuQKbU1mRxtcLA2l/8rxRchICCAQ4cORd6Ua9CgAf369WPy5MkxzqfMzeO3AkNy/veRnK9NCCFiQ6+H58/B2xtevwYfH/Wnvz9otWBp+e5hZQWZMkG2bJA5M8hCHBHXErWm1L///kvp0qUjX+fJk4d79+4RGhqKlZWVSfvQ0FBCQ0MjX/v7+yfIOIUQQiQuXYSea25+3Hrux0PPQB56BvDAI4AXfiGf1J+tpZZMjtbkcrajaBZHimZ1pGgWR5zsTH/2CBGfrl69Sv78+SMDUDY2Njg4OPDo0SPy5MkT7XmBgYEMHTqUoKAgPD09+f3330mfPn2UbWX+JIQQKdfz53D6NNy6BXfuqMfduxAU9PF9aTQqQJU9OxQvDmXKqEehQhKsEp8uUYNSL168MKlXYG9vj7e3N5kzZzZpP336dCZOnJhQwxNCCJFIwsL1XHXz5ewjb84+9uGC62uCdVEvSbazMsfRxgJHGwtS26o/LbRmhOv1hIUb0EXo0UXoeR2k44VfML5BOoLCIv4f3Ark4K1XkX1ldrSmbM601Myfnmr5nEmbKuUtARcJK6q5UJo0afDw8IgxKHXp0iWWLFmCtbU1f//9NyNHjmT58uVRtpX5kxBCpBxubnD0KBw7ph7370fdTquFdOkgbVpIk0Y9HB1VFlVYmHrodBAYqAJbbm7q9fPn6nHmzLu+rK2hZEmoVw8aNVKBqhSyz5iIA4kalAoLCzOpP6XX66Mt7jlq1CiGDh0a+drf359s2bLF6xiFEEIkjLBwPaceeLH7+gsO3HyJf0i40fHUthaUcklD3vR25Ha2I3f6VOR2tiO17ccFjoLCwnnpF8Jz3xDuvnrDdTdfrrn78cgzkOd+Iey48pwdV56j0UDJbKmpmT89DYpkJG8G+7i8XCGAj58LvbV69erI540aNWLw4MHRtk0J8yeDwcD169cpVqxYYg9FCCESnKsrbN4MGzfC+fPGxzQaldVUogQULAgFCqhHrlzwMSvB9Xrw8IBnz+DhQ7h0CS5cgIsX1bK/M2fUY+JEcHaGhg2hcWNo0gSScZlCEQcSNSiVIUMGHj9+bPRecHAwadOmjbK9lZVVlMv6khM/Pz9mzJhBhgwZuH79Ohs3buT169e4ubnFyy6FQgiRmAwGA2ceebPtkjv73wtEpUtlSflcaSmfMx3lc6UlX3p7zMw+//89W0tzcjnbkcvZjip5nSLffxOi47q7Hyfue3Hkjgd3Xr7h0lNfLj315ZeD9yie1ZHWZbLRrFhmHG0lR13EjQwZMuDj42P0nq+vLxkzZozxPC8vL5yc1PevmZlZjJvMpIT50+HDhxk8eDA3btxI7KEIIUSC8PKCVatgwwY4d+7d+2ZmULo0VK+uHlWqQOrUn/95ZmaQMaN6lC0L7dur9/V6ePAATp6EPXvgwAHw9FRjW7UKHBxU2+7doXx5FSQT4r8SNShVrlw5fv/998jX9+7do0SJEok3oC9Ar169mDBhAoUKFQIge/bs3Llzh4EDBzJ//nwKFizI7NmzWbp0aZwWhBdCiIQUEBrOtkturDzzhAceAZHvO9tb0ahIRhoXy0yZ7GniJAgVW/bWFlTK7USl3E6MaFCA577BHL3ryaHbrzh+z5Orbn5cdfNj8t+3qF84I53Ku1A+Z1q5QSA+S6lSpbh58yYGgwGNRkNgYCB6vZ5MmTJFe86tW7do0qQJjx49AlRw18bGJqGG/EWqU6dOZJBOCCGSswsXYP58WL8e3pYLNDNTAai2baFlS4imxGC8MDODfPnUo0cPtezv1CkVoNq0CZ48gT/+UI8CBVRwqlcvtVxQCIinoJROp4ucXOn1ejp16sT3339vVNQcoGjRotja2vLgwQPy5MnDzp074y3QYjAYoq1HEt9sLLSx+qXlzp07eHp6RgakAAYNGsT9+/fjfZdCIYRICK5egfx52pXNF90ICFVZUbaWWlqUzELz4pkpkyMt2gQMRMUkc2obOpZ3oWN5FzzfhLLjijubLrhx99Ubdl19zq6rzymeLTV9queibqGMX8y4RdKSJk0aatWqxZEjR6hVqxZ79+7l66+/xmAw0LFjxyjnT87OzpQpUyby9ZEjR2jSpEm8jdFg+LSCuJ/L1lbuqAshBEB4uApCzZ8PZ8++e790aRUIatUKMmRIvPH9l6Ul1KypHjNmqPpWf/6plhfeuQMjRsCkSfDttzBkiNrVT6RscRqUevjwIZs2beL58+cMGzaMTp06UbhwYc6ePYubm5vJpApgzZo1TJgwgezZsxMaGsqwYcPickiRgnURFPpxf7z0/SG3JtXH1vLDX+q9e/dSrVo1o/ccHBy4c+fOR+1SKIQQX5qn3kHM/ec+2y67E6FXy4xyOaXi64rZaVk6Kw7WX/ZyOGd7K3pWzcU3VXJyw92fv84/ZctFN64+86X3mkvkckpFr2q5aFkqC1bm2sQerkhi5s+fz/Dhwzl16hQeHh7MmjWLsLCwaOdPzs7OfPfdd8ydOxdzc3NcXV2ZMGFCvI0vKAjs7OKt+2gFBECqVB93zrZt23jw4AG3b9+md+/elCtXLn4GJ4QQCSA8HNatU0Gchw/VexYW0K4d9O8P5cp92cF7MzOoVUs95s9XNa/mzoXr12H2bJg3Dzp1gh9+UDv4iZQpToNSuXPnZuTIkYwcOdLo/bfp5VFxcXGJdreYlObJkyfky5fP5P2P3aVQCCG+FM98gpj/zwM2X3KLDEZVz+dMz6o5qZzbKUGX58UFjUZD0ayOFM1alCF18rHytCurzrjyyCuQUVuvM/+fBwyvn59mxTMnuWsTiSd16tQsWbLE5P2Y5k+1a9emdu3a8TmsJMfLyws7OzuGDx+Or68vjRs35tSpU4k9LCGE+GgRESozauLEd7vnOTnBoEFq6duXkhX1MRwcoGdP+OYb2LdPZVEdOwYrV6raU126wOTJ4OKS2CMVCS1Ra0olJBsLLbcm1U+0z46NoKCgKJf5ferOPEIIkVj8gnTMPnSPNf8+Ifz/wahq+ZwZUicvJV2SRxEBZ3srvq+fn941crP+3FOWnHiEu28wgzdcYenJR4xuWJBKeaTGjUj6bG1V1lJifO7HsLOzo27duoAK9AUHBxMSEiLzJSFEkrJ/v1rWdvu2ep02rcok6tcvcbJW45pGo3bma9hQLUWcMQO2bXtXtH3wYBg5Mm6Ks4ukIcUEpTQaTayW0CUmJycnvL29Td7/2F0KhRAisUToDWy88Iyf99/FJzAMgCp5nBhSNy+lsyfP/7PsrMzpWTUXncpnZ/mpx/x+9CE33P3puPQsNfI7M7ZxQfKkt0/sYQrxyTSaj19GlxjeDz45ODjEaidDIYT4Ejx6pIJRO3eq12nSwPffw4ABYJ9MpxHly8PWrXD+PAwfrjKnZsyApUvhxx+hb18w/7J/hRdxQP6KvyBlypThzz//NHrvxYsX5MmTR3YpFEJ88S49fc34HTe57u4HQJ70dkxoWpgqeeMxW8hggBA/CPGFYN93f0boQGsBWsv/PyzA2gEcskIqp3gpwGBjqaVfzTy0L5uNef88YM2/Tzh615NTD7zoXT03/WrmwTqWmbNCiM8XEBAgO/IJIb54QUEwfTr8/LPaTU+rhYEDYfx4cHSMv88NiwjDJ9iH18Gv1Z8hr/EP9Uer0WKptYx8WJlbkckuE1kdsmJjET87vZYtC0eOwO7dKivs9m21VHHFCrVrX9my8fKx4gshQakvSKNGjRg3bhzPnj0j2/+3Idi0aRP9+vVLsF0KhRDiY70J0TFtz23+OvcMAHsrcwbVyUvXSjmw0JrFzYcYDPDaFV5eA6974HUfPO+C9wMI+8h1RVpLcMisAlROeSBTCchcEtIXAnPLzx5qOjsrJjQrTLdKOZiy+xaHbnsw758H/H3tBVO/KkKl3PJLshDxwcPDg4CAAOzs7PD29iZHjhyYyy12IcQX7OBBVWfp6VP1unZtVQg8Lot+B+uCufD8Arc8b3HH6w63vW5zx+sOT/yefHRfTrZOZHPIRvbU2SmeoThlMpehTOYyZLT7/IxUjQaaNIEGDWD5chg1Cq5cgQoVVFH3KVOSb8ZYSqcxvF+sKAnx9/fH0dERPz8/HBwcjI6FhITw+PFjcubMmaRqCdy9e5dJkyaRJUsWtFot3bt3J1++fDx9+tRol8KpU6dGWX8Kku61CyGSnpP3vRix5RruvsEAtC6dlRENCuBs/5k7gxoM4P0QnpwE11Pw5BT4u0ff3twabNKAdWr1p9YC9OEQEfb/hw6CfCDgFRDNjz2tJWQoDC6VIG9dyF4JzD/vOgwGA/tvvuTHHTfxeBMKqK/RmEYFSZPq8wNgIv7FNNdIqpLj/Alg6NChkYEoV1dXBg0aRJYsWUzaJeVrFEIkD2/eqKV5f/yhXru4wK+/QsuWn5/MHRgWyOlnpznqepRjT45xzv0cOr0uyrYaNKS2Tk1am7SksUmDo5UjeoOesIgwwiLC0Ol1BIYF4v7GnSBdULSfmcU+C2WzlKVerno0ytuI7Kmzf95FAJ6eMHQorFmjXmfNCgsWQLNmn921SCCxnUNJUCoZSsnXLoRIGAGh4Uzbc5t1Z9WtPZe0tsxsXYwKudJ94MwYGAzw4grc3AY3t4Pve3fwzMwhQxFwLgDO+cDp/4/ULhDbdPLwMHjzQgW4/NzA4xY8v6weIX7GbS3tIFcNFaDK3wjs0n/ypfmH6Ph5313WnH2CwQAZHKz4pU2J+F3aKOKEBKWSn5RwjUKIL9fhw2oHuif/n+YMGKCW731O7T6/ED923N3BxpsbOfDwgEkQKpNdJkpkLEFBp4IUcCpAAacC5EuXD+dUzphpPpzVbjAYeB3ymmd+z3jm/4yHPg+59PISF55f4LbnbQzv3fAr5FyIxnkb0zhvY6pmrxqrz4jOwYPQu7equQXQowfMmZM8ir4ndxKUSsETjpR87UKI+Hf2kTdDN16NzI76umJ2RjQoQCqrT1wm43Ebrm1QwajXru/e11pCljKQozJkrwzZyoFlPFVbfrs80P0iPDoC9w/+P6vq/zRaFZwq0QnyNfjkZX4Xn7zmh81XeegZCEDPKjkZ3iA/VuZSa+pLJUGp5CclXKMQ4ssTHKyyoxYuVK9z5FA1k2rU+MT+dMFsvb2VDTc3sP/hfsIiwiKPuTi6UD17dfXIUZ3caXJHu8rmcwWEBXDl5RVOPj3Jnvt7OP3sNBGGCKOxdC3elW4lupErTa5P+oygIJg4UdXdMhggd25Yu1YVShdfLglKpeAJR0q+diFE/InQG1h45AGzD91Db4CsaWyY2brYp9VIigiHu7vh3BJwPfHufXMbyFcfCn+lgkDxFYT6EL1e1a+6fxDu7oHnl94ds00HRdtC6W6QvsBHdx0cFsHUPbdY86/KMiuYyYE57UuQL4MUSvgSSVAq+UkJ1yiE+LLcuQNt2sCNG+p1375ql7lPyfZx9XXl9/O/s/TyUnyCfSLfL+RciLaF2tKmcBsKOcdhUaqP9Dr4NQceHmDPgz3suLMDv9B3mejVslejR4ketC/SHqtPKJFw7Bh06QLPnqmC8BMmqNpTWrm390WSoFQKnnCk5GsXQsQPzzehDNlwhZMPvABoVSork5oX/vjsqEAvuLgCLqx4VyNKo4X8DaFoa8hbL/ECUTHxvAtX1sHV9RDw8t37+RpClcHgUuGjuzx06xUjtlzDOzAMK3MzxjctTIdy2eLtTqb4NBKUSn5SwjUKIb4cq1dDnz4QGAgZMqgaSXXqfFwfBoOBQ48OMf/8fHbd3RW5XC67Y3a6Fu9K28JtKZy+cDyM/vOEhIew/c52VlxZwcGHByPHndEuI4PLD6Z3md44Wn/cFoO+vurruX69el2linoeRQlBkcgkKJWCJxwp+dqFEHHv9EMvBq2/guebUGwstExuUYTWpbN+XCeB3nB6rsqM0qmla6RyhlJdoUx3cPzI/hJLRDg8/AcurYQ7u4ksmp6tPFQerJb2mcW+boLHmxCGb7rGsXueALQtk5VJzYtgbSG3/L4UEpRKflLCNQohEl9QkKoXtXy5el2rllpylvEjNqozGAwceHiA8UfHc9b9bOT7dXPVpX+5/jTO2xitWdKYMzzze8aqq6v4/cLvuL9RNyYdrBzoXbo3gysMJpN9plj3ZTCor2XfvqpofIYMsHEjVKsWX6MXn0KCUil4wpGSr10IEXcMBgO/H3vIrP130Rsgb3o7FnYqRd6PWWYW5ANn5sPZxRAWoN7LVAIq9oNCzT97d7tE5XVfBdqurlc7/AFkLAp1J0PumrHuxmAwsOjYI37efwe9AYpmceT3zqXImsY2ngYuPoYEpZKflHCNQojE9fAhtGihlutpNGqZ2ZgxsV9mZjAYOPz4MD8e+ZEzbmcAsDG3oWepnvQr24/8TvnjbezxLSwijHXX1zHz1Exue90GwEprxYByAxhddTRpbNLEuq+HD9WOhdeuqa/trFkwaNDn72Ao4oYEpVLwhCMlX7sQIm6E6CL4YfM1dl59DkDr0mq5nq1lLJfr6ULgzDw4OQfC3qj3MhaDmmNUzajkNFvwfwFnf4fzy99da+7aUHcSZCwS625OPfCi/7pLvA7SkcbWgrkdSlI1r3M8DVrElgSlkp+UcI1CiMTzzz+qfpSPj8rgWbdOZUnF1sXnFxl6YCjHnxwHwNrcmr5l+vJD5R/IYJchnkad8PQGPX/f+5sZp2Zw+tlpANJYp2FstbH0K9sv1jWngoKgVy/1dQbo0AGWLPm83QxF3IjtHOrT92YUQgiRLL30C6Ht4jPsvPocczMNk1sUYVab4rELSBkMcGcPLCwP/0xRQZoMRaDdWvjuOORvkLwCUgAOmVQAatBVKN8HzCzg4WFYVAW29wX/57HqpnIeJ/4eWJViWR15HaSj6/Jz/HH8IUn43pEQQgiRoixcCPXqqYBU2bJw6VLsA1JeQV58u+tbyi4py/Enx7HSWjGw3EAeDXzEL/V/SVYBKQAzjRnN8jfjZPeT7O64m8LOhXkd8pphB4ZRYEEB1t9YH6s5kK2tqtM1Zw6Ym8Nff0HFivDkSQJchIgTkimVDKXkaxdCfJ4rz3z5dtUFPN6EktrWgoWdSsV+dz2vB7BvBDw4pF7bZ1JL2Yq0+qg6Sx/LYDAQEhGCf6g/fmF++If6E24Ix8LMAnMzcyzMLLAws8De0h5nG+f4r73g8wgOT4Kb29RrS3uo/SOU/QZi8dkhugjG77jJhgvPAOhY3oVJzQpjrpX7SIlBMqWSn5RwjUKIhKXTwcCBsGiRet2xIyxdCjY2Hz43XB/OoguLGHdkHL4hvur8oh2ZUWcGWR3iueZmRISqHP76tXr4+6t1cBYWYGmpHtbWkCkTxPPPwHB9OCuvrGTckXG8CHgBQO2ctVnUZBF50uaJVR8nT6ostZcvVZbarl0qOCgShyzfS8ETjpR87UKIT7fr6nOGbbpKWLiefBnsWPp1WVzSxaKuUXgYHJ8JJ38DvU5lClXqD1W/B6tP2Os4GgFhAdx7fY/Hfo957PeYR36PeOz3mFdBr9DpdbHqQ6vR4mzrTAbbDGRMlZEcDjkolK4QhdMVJr1t+rjd+c7tAuwbCW7n1essZaDpnFgt6TMYDKw45crk3bcwGKBaPmcWdCyJvbVF3I1PxIoEpZKflHCNQoiE4+ur6hodOaKSwadPhx9+iF1i+KUXl+ixowdXX10FoHiG4sxrOI+q2avG3QANBrh/H27dgjt31OP2bfXe69ex78fBAbJlU4/s2aF4cShTBooVA6u4qxEaGBbIr2d+ZdrJaYSEh2Btbs24auP4vtL3WGotP3j+s2fQpImqM2Vjowqif/VVnA1PfAQJSiXRCYefnx8zZswgQ4YMXL9+nY0bN/L69Wtu3brF/v372bhxI+fOnYuxj6R67UKIxLP0xCOm7FbFJusUTM/sdiViFwB5fkUtUfO4qV7nrQcNfoJ0uT97TH6hflx6dYkLry5w4dUF7vjcQW/QR9teq9HiaOWIg6UD5mbmhOvD0el16PQ6wvXhkRlU0XGycaJQukKUSl+Kqlmrkjd13s8PUun1cHE5HJoIof5gZg4V+0P1EWD54YDfgZsvGbT+CsG6CApktGdZt7JkSR2L264izkhQKvlJCdcohEgYbm7QsKEqaG5np+oaNW364fPCIsKYcnwK005MI8IQQVqbtEypOYVvS3/7+Rndej1cvw7HjqnH8ePg5RXzOXZ2kCYNODqq88PC1EOng8BAlUEVHQsLKFpUpSTVqwd16sRJVtVDn4f02d2Hg48OAlAkfRH+aPIHFbNV/OC5b95A27awb58KDs6aBUOGJL8KEl86CUol0QlH27ZtmTBhAoUKFQJg8uTJtGzZksKFC6PX68mVKxeurq4x9pFUr10IkfD0egPT995myYnHAHSrlINxTQqhNfvAT+3wMDgxC078AvpwsHWCxr9A4RafNZ4XAS848OQAB1wPcN3rOgaMf0RlTJWR3I65yemYM/KRxS4LjlaO2JrbxhhEitBH4B3izcvAl7wKesWLgBc88H3ATe+bPPR9SIQhwuSzqmapStUsVamQuQI25p8RDPJ/AXt/gNs71et0eaHVUshc4oOnXnPz5ZuVF/B8E4qzvRUrupWlSBbHTx+L+CgSlEp+UsI1CiHi382b0KCBCkxlygR796rkoQ+58vIKXbd35dqrawC0LdyW+Q3n45zqMzY30elUhfWNG2HHDvD2Nj5uYwOFCkHBglCggHrky6fWuKVJowJLMQkIUBf67Jl6PHyoCmZduGAa8DI3h6pVoXFj9ShQ4JMvy2AwsO76OgbvH4xXkBcaNIyoPIKJNSd+MGsqPBwGDHi3pLJPH5g3L/Y7IIrPJ0Gp9yccBgPoghJnoBa2sQrL3rlzhz59+nDkyJHI9/z9/Xn48CElS5YEIEeOHBKUEkLEibBwPcM3X2XHFVWIe2TDAnxXLdeHs4Ne3YSt38Gr6+p1oRYqIJUqlrWn3uMZ5Mk+133sd93PVc+rRsdyOOSgTMYylMmgHhlSxU+Rz+DwYO763OWm901OPz/NuRfnCIkIiTyeyiIV9XPUp0WeFpRwLvHpGVR39sDuofDmhVrmWGssVBrwwVpT7r7B9Fhxnruv3mBnZc7SrmWokCvdp41BfBQJSqlfCoISYQ5laxFzoPlTyTxJCPG5Tp5UGVG+virmsm+fWtEWk3B9ONNOTGPy8cmE68NxsnViYaOFtCnc5tMGoderQNSGDbB1q6qu/laqVFC5MtSoAdWrq2V2lh9e+vbRDAZ4+lQFp06ehD174N494zalS0P37mpbvLRpP+ljvIO8GXZgGCuvrlRdZirN2pZrye+U/4PDmz0bvv9ePW/TBlavjtPVhiIGEpR6f8IRFgjTMifOQEc/B8sP70k5e/ZsfH19mThxYrRtJCglhIgLb0J09FlziZMPvDA30zCzdTFalvpAMU2DAS6thL0jIDwEbNKqYFSRlh/9+QaDgcsel/nrzl8cenIoclmdBg2lMpSifo761HapTXrb9J9yeZ8tJDyE8y/Pc8L9BMeeHeN54Lsd9HI45KB5nuY0z90cZ9tPuKsZ5AO7BsLtXf/vsCp8tQgcY/76vwnR0XPlBc4+9sHK3IwFHUtRp1Dy2onnSyRBKVXfw2563NWHi62AUQGkisX86S1XV1dWr15N1qxZuXjxIsHBwVSoUIFevXoZtZN5khDic2zbpuIroaFQqRLs3AnpPnCfyN3fnQ5bOnDi6QkAWhVsxcLGC0mf6hPmOa9fw4oVaqu/hw/fvZ8+PbRqpSIvVap8OPspvjx4oIJTe/aooJnu/3U/LS2heXPo0UMt8/uETXC23NpCr129eB3yGlsLW36r/xs9S/X84A2MTZugUyc1lHr1VAwvVex/vIhPJEGpJBiUGjx4MPny5aNv377RtpGglBDic/kGhdF1+Tmuuvlha6llUefSVMv3geBK6Bv4ewhc36Re56kLLRaC3cdNpoLDg9nzaA9/3fmLu6/vRr5f3Lk4jXI2om72up8W6IlHeoOeS68usf3Bdg48OUBweDAAFmYWNMvdjG6Fu5HDMcfHdWowwOU1KsCnCwRrR2i+AArGXIgiRBdB/3WXOHTbA62ZhlltivFVyXjemSeFk6BU0glKde7cmUWLFmFnZ8fixYtJmzYtzZo1w+q9W+IyTxJCfKpVq1TSj16v4it//fXhHfb2P9hP522d8Qrywt7SnkVNFtGhSIePzwS9dg3mz4c1ayBYzUVInRratVOPatW+vLVpXl6q0viKFXD1P9nwhQrB8OFqm8KPzOBy93en6/auHH58GIAWBVqwvNly0tikifG8AwdUwfOgIKhYEXbvVisXRfyRoFQSXL737bffUrJkSfr06RNtGwlKCSE+h3dAKJ2XneP2C3/S2Fqwskc5imVNHfNJL6/Dpm7g/QA0Wqj9I1Qa+FF3uELCQ9h4dyPLbizDJ0Sll1trrWmcqzHtC7SnQNpPrzeQkAJ1gRxwPcCW+1silxpq0FDbpTY9ivSgqHPRj+vQ+yFs6QnPL6nXVYZArXExLufTRej5YfM1tl12B2Bis8J0rZTjUy5HxIIEpZLO8r169epx4MABAPbv38+1a9cYPny4STuZJwkhPsXixdC7t3r+zTeqVpG5efTtw/XhjPtnHD+d+gmAEhlLsLH1RvKmy/txH3z5MowfD7t2vXuvWDHo318FdZJKys/lyyo4tXLlu8LpWbOqCuS9eoG9fay70hv0zD4zm1GHR6HT68idJjdb222lWIZiMZ535gw0aqSWXRYtCvv3q3pgIn7Edg4Vwz+jZEajiVW2UmJycnLC+/2idEIIEUc8/EPouPQsDzwCcLKzYm3P8uTP+IEJwKXVsHsYRISCQxZovRxcKsT6M0MjQtl8bzNLry/FK1gVwsxil4UOBTrQIk8LHK2SVsHuVBap+CrvV3yV9ysue1xm+fXlHHU7yqGnhzj09BCVMldiaOmh5E8bc42DSOlywzcH4OB4+HcBnJwNzy9Dq+WQKuq1ABZaM35pUxxHGwv+PO3K+J03CQgNp1/NPHF4pUK8o9FoPipjKbGULFmSO3fuUKBAAS5fvkzdunUTe0hCiGTit99U7ARU8ezffov53tyrgFe02dQmcrle3zJ9+aX+L1ibf0Qg/No1mDBBrRcE9YGtW6sBVK6c9LaSK1lSPSZPVhG+2bNV8fRhw2DKFBg9WgXaYnGzwExjxrBKw6iRowatNrbi4euHVFhagaXNltKxaMdoz6tYUW1GWK+e2qCwalU4cgSyZYvLCxUf6+MXcop4U6ZMGc6dO2f03osXL0zeE0KIj+XuG0zbxWd44BFAJkdrNn5XIeaAVEQ47B0JO/urgFTe+tD7ZKwDUhH6CLbc20KjrY346dxPeAV7kTlVZiZWmsiur3bRtXDXJBeQel/J9CWZV3se25pto3nu5phrzDn9/DRtdrVhzMkxvAx8GbuOtBbQYBq0WqYyax8dhT+qq+BUNMzMNIxvWohBtdXd1p/332X+P/fj4KqESLry5cvH7t27+euvvyhRogSlS5dO7CEJIZKBadPeBaR++AHmzIk5IHX5xWXKLinLiacnsLe0Z0PrDSxovCD2AalHj6BtW7WV37ZtKvjUqRPcuqWKmlepkvQCUv/l6Ki+kK6usGSJ2gXw9Wu1nK9AAbXcT6+PVVelM5fm4rcXqZurLsHhwXTa2onB+waji9BFe07RonDqFOTMqUpy1aiharWLxCNBqS9Io0aNePjwIc+ePYt8b9OmTZGTKp1ORxJebSmESCRPvYNou+gMrt5BZEtrw8bvKpLLOYb6MMGvYV0bOPu7el1jFHRYD7ax2zHlqudVOu7pyIQzE/AI8iCDbQbGVRjH31/9Tcu8LbEwS6TCm/EkT5o8TKkyhZ1f7aRhjoYYMLDz4U4ab23M7IuzeRP2JnYdFW0NPQ9D2lzg9wyW1Yer66NtrtFoGFI3H8Prq6ysWQfuMe+wBKZEynX27FmePHmCr68vlpaWBL+tuSKEEJ/AYIBx42DMGPV64kT46aeY40Gbb22myooqPPN/Rr50+Tjf6zxtC7eN3QcGBakPLFRIVebWaFStqBs3VB2p/LHMwk4qrKygZ08VbFu+HLJkgSdPoHNnKFtWFUmPhXS26djbaS+jq4wGYM7ZOdRZXQevIK9oz8mVC44dU38+eiSBqcQmQakviLW1NVu3bmXkyJH88MMPjBo1igYNGqDVarl69SojR47Ezc2NKVOmcOfOncQerhAiCXB7HUSHJf/i7htMLqdUbPyuItnS2kZ/gtd9WFoHHv6jsnbaroIaI2NVP8or2IsxJ8fQeU9nbnnfws7CjuFlhrOn5R7a5m+LhTZ5BaPel80+GzOrz+Svxn9RJkMZwvRhLL+xnGbbm7HfdX/sbipkKAS9jkC+hipDbdt3cGSamhlHo1/NPJGBqV8O3mOuBKZEChQWFkbGjBmZPn069evXx8fHhwYNGqDTRX+3XAghYjJpklpVBjBzJvz4Y/QBKb1Bz4SjE2izqQ1BuiDq567P2Z5nye8Ui0CSwaCCUAUKqA8MDYXatVVh8PXrVZAqOdNqVfX4e/dUWpq9PVy6pL4GHTvCq1cf7sJMy9TaU9nWbhv2lvYcf3KcCksrcM/7XrTnZMsGR49C7tzw+LEKTD15EneXJWIv5RQ6T0FS8rULId554aeW7D3zUQGp9d9VIL19DP8nPDwCG7tCqB84ZoP26yBTzAUjQU3E1t9Zz9zLcwnUBQLQIk8LBpUahJONU1xdTpJiMBg47nacWRdm4ervCkC1rNUYU34Mme1isROsXg//TIaTv6rXRduo3fnMraI9ZeHRB8zcp3Y0HFInH4PqfGQhVRElKXSeNFy9epUlS5Ywf/78yPdatWrFn3/+if17xXOT6jUKIRLO9OmqxBHAr7++W74XlWBdMF9v/5rNtzYDMLTCUGbUnYG5WSzKNz96BN9+C4fVTnK4uKgPbNkyaS/R+xyeniot7fff1XwoTRr4+Wfo0SNWX5PbnrdptK4Rrr6upLFOw/b226mWvVq07d3cVEDq4UPIkUMFqrJnj7OrSdFiO4eSTCkhhEiGPPxD6LjkLM98gsmezpZ1vT4QkLq6Ada2VgGpbBVUtk4sAlLP3jzjm/3fMP3cdAJ1gRRJV4S1jdYyufLkFBuQArW0rnq26mxptoU+xftgbmbOcbfjtNjRglU3VxGuD4+5AzMzqDMems0DM3O4vglWNYfA6DfD6FsjDyMaqF0MZx+6x4IjD+LykoT4ohUrVoxs2bIxd+5c1q5dy6JFi2jZsqVJQEoIIT7k11/fBaR++inmgJRPsA91V9dl863NWGotWd5sOb/U/+XDASm9HhYsUAWODh9Wxb3Hj4fbt6FVq5QbkAJwdob58+HcOVUY/fVrtcyvRg2IxWqhgs4F+febfymfpTyvQ15TZ1UdVl9dHW37rFlVICpPHlXmqkYNFagSCUcypZKhlHztQgjwCgil/R//8sAjgCypbdjYuyJZUttE3dhggNNz4eCP6nWR1tBiYYwZOaCyozbd3cQvF38hODwYG3MbhpQeQrv87TDTyP2O9z3yfcTEMxO55HEJgGLOxfip6k9ks4/Fdi8Pj8DGryHUX9Wb6rRZ7doXjUXHHvLTXjVpm9C0EN0q54yTa0ipJFMq+UkJ1yiE+DTz56vN7UAl6/z4Y/Rtn/o9pcGaBtz2uk1q69TsaL8jxoycSK6uKuvnyBH1ukYNWLZMFTgSxsLDVWX5H39UNbesrGDGDPWX9IHSEsG6YLps68KW21sAmFB9Aj9W/xFNNAE/d3f1V/HggVpJeewYpE8f1xeUskimlBBCpECvA8PovPRs5C57f/WqEH1ASq+HfaPeBaQq9oeWSz4YkHoR8IJvD37LlLNTCA4PpkyGMmxptoUOBTpIQCoauVLnYkWDFYyvOB57C3uueV6j9c7W7Hiw48O1pnLXhG8OgKML+DyC5Q3g5fVom/eunjtyV74Ju26x6cKzaNsKIYQQQlmy5F1AavRoVXM8OtdeXaPisorc9rpNVoesnOx+8sMBKYMBFi9W2VFHjoCtrYqCHT4sAanomJvDsGFw8yY0aKDqbQ0eDA0bwosXMZ5qY2HDxjYb+aHSDwBMODaB/nv6ozdEvbNflixw6JCqNXXnDtSvD76+cXw9Ikry24MQQiQTgaHhdPvzPHdevsHZ3op1vSrgki6aoubhobClx7sd9upNhfpTP3jX6Z+n/9BqVyvOvjiLtdaakeVGsqz+sthl/KRwZhozWudrzeZmmymVvhRB4UGMPTWW7499j1+oX8wnpy8IPQ9BxqIQ6AErGsPTf6NtPrhOXr6pojKkRmy5xp7rMU/chBBCiJRs40b47jv1fNgwVW88uhV0R12PUnVFVZ6/eU5h58Kc7nGawukLx/wBvr7QujX07g0BAVC1Kly7Bv36xWozmRQvRw7YswcWLlRLHQ8cUMG9HTtiPM1MY8aMujNY2GghGjQsvLCQzls7o4uIehOM7NlVYCp9erhyBRo1Un9dIn7JvwAhhEgGQsMj6L3mIlef+ZLa1oJ1PcuT0ylV1I3DgmBdO7i5DcwsoNUyqNQ/xv51ETpmnJvBoCODeBP2hqJORdnSbAudCnaS7KiPlNkuM8vrL2dgyYGYa8w58OQArXa24sLLCzGfaJ8Buv4NLhVV7a9VLeD+wSibajQaxjYuSLsy2dAbYND6yxy56xH3FyOEEEIkcQcOQOfOKpGpTx9VUzu6gNTf9/6m/pr6+If6U9WlKie6nyCb4wduzJ0/D6VKwdatYGGhila93fZNxJ5Go/6CLl2CEiXA2xtatFDRxODgGE/tU7YP61qtw9zMnL9u/EWLDS0I0gVF2TZfPjh4EFKnhjNn1EeEhMT1xYj/kt8khBAiiYvQGxi68Son7ntha6llRbey5M0QTXHf0DeqoPmjI2CRCjpvhqKtY+zf7Y0bX+/9mjW31wDwdaGvWdlgJS4OLnF9KSmG1kxLr2K9WN1oNdkdsvMq6BU9D/Rk9a3VMS/ns0kNnbdCnroQHgx/tYfrm6NsqtFomNayKI2LZUIXYaD36ouce+wTPxckhBBCJEFnz8JXX4FOB+3awbx50QekNt/azFcbviIsIowWBVpwoMsB0tikib5zg0HVQ6pcGR4/hpw54dQpVTldsqM+XcGC8O+/MHy4+sv64w+oUkXV6opB+yLt2dF+BzbmNuy5v4f6a+rjG+IbZdtixWDvXkiVSq2ubN9elbcS8UP+NQghRBJmMBj4cccNdl97gYVWw+IupSnpEs0EKdhXZdc8OQVWDtBlG+SqEWP/R58dpe3fbbnhfQMHSwfm1pzL8LLDsdBaxPGVpExFnIqwsclGGuVsRIQhgpnnZzLi+Iho794BYGkL7ddBkVagD4ctPeHiyiibas00zG5bgloF0hMarqfnyvPce/Umnq5GCCGESDpu3VLLs4KCoF49WLUKtNqo2665toZ2m9sRrg+nQ5EObGy9EWvzGDZK8PdXu+gNHqwiXi1bqgyfsmXj5VpSHCsrmDkT9u+HdOnU17Z0aZXiFINGeRtxoMsBHK0cOfn0JDVX1sQ7KOqdjStUgJ071Uft2AF9+6o4o4h7EpQSQogkbPbBe6w9+xSNBma3K0HVvM5RNwz0hpVNwf0C2KSBrjvBpXy0/RoMBpZeX8rAfwbyJuwNxZyKsanpJmq61IynK0m5bC1s+anqT4wsNxJzjTl7XffSaU8nnvg/if4kc0tVlL7MN4ABdg2Ei39G2dTS3IwFHUtRyiU1/iHhdF1+jue+Mae5CyGEEMnZkycqEOXjA+XLw5YtYGkZddull5by9bav0Rv0dC/RndVfrY755tyjR1CxImzbpjqdNw82b1brwUTcqltXBaTKlFF/mQ0awPTpMUaPqrhU4Wi3o6RPlZ4rL69Qe1VtvIK8omxbqxasW6cSspYsgUmT4utCUjYJSgkhRBK1+owrc/95AMDk5kVoUixz1A0DPODPxvDyGqRyVnWJMpeMtt+Q8BBGnhjJnEtzMGCgXf52/NngTzLbRdO/+GwajYZOBTuxrP4ynGyceOD7gA5/d+CE24noTzLTQuNfoHwf9XrXILiwIsqmNpZalnUtS27nVLzwC6HbinP4BUVd5FMIIYRIzry91c5q7u5qJdju3WBnF3Xb+efm02tXLwwY6FumL0ubLUVrFk06Fahd9cqWVWlYmTLBiRPQv3/0awLF53NxUV/nb75RO0uPHq2y1GKoUF4iYwmOdj1KhlQZuPrqaoyBqZYtYcEC9XzCBBWcEnFLglJfGD8/P0aPHs2cOXPo2bMnDg4ORERE8M8//zB37lzmzp1Lz549cf3AmlkhRPJ28NYrxu+8CcCQOvnoXCF71A0DvVSGlOdtsM8E3fZAxiLR9vsq8BXd93Vnz+M9mGvMGVt+LGMrjJXlegmkVIZSbGiygRLOJXije0P/f/qz/s766E/QaKDBdKjQV73+ezBcWB5l0zSpLFnZoxwZHKy49yqAXqsuEKKLiPuLEEIIIb5QISGqcPXdu5Atmypyni5d1G0Xnl/IgL0DABhWcRjzG82PeXOX339/l35VtixcuADlysX9RQhT1tawdKmqL2VpqbLUqleH58+jPaWgc0GOdD1ChlQZuPbqWoyBqT59YMwY9bx3b7WsT8QdCUp9YXr16kXnzp0ZNGgQS5cuZfjw4dy4cYM//viDgQMHMnDgQPr168ewYcMSe6hCiERy9ZkvA/66hN4A7ctmY2DtPFE3DPJRNaQ874B9Zui+B5zzRdvvTa+bdNjdgRveN3C0cmRx3cW0K9Aufi5CRCu9bXqW119Oizwt0Bv0TD07lZnnZxKhjyaApNFA/WlQoZ96/fcQOL8syqZZ09jyZ/dy2FuZc87Vh8HrrxChlwIJQgghkj+9Hrp2hZMnwdFRFbLOmjXqtksvLaXfHvVzdWTlkfxc92c00WU7hYergkN9+6rnHTvCsWOQWTLME1yvXmpnQ2dntayvfHm4di3a5gWdC3K021Ey2mXk2qtr1FpZC89AzyjbTp4MPXqo76P27dXOfCJupJiglMFgIEgXlCiPGHdS+o87d+7g6elJoUKFIt8bNGgQer2eM//5ri9SpAi3bt2K86+REOLL99Q7iG9WnidEp6d6PmcmtygS9SQp2BdWfwWvroNdBlVDKm2uaPs96X6S7vu74xnsSZ7Uefir8V+UyyR39xKLhdaCSZUmMbDkQABW31rNkKNDoi+ArtFA/alQsb96vXtotDWmCmZy4I+vy2CpNWPfzZdM2S0/T8QHGAwQGJjwD6koK4SIQyNHwsaNYGEBW7dC4cJRt1t1dRXf7voWgKEVhjKt9rToA1JBQWp91++/q5/FP/0Ea9aAjU08XYX4oIoV1e58BQqAm5va/XDfvmibF3AqwNGuR8lkl4nrHtepvao2PsGmuxVrNLBokSqOHxwMTZrAgwfxeSEph3liDyChBIcHU35d9EV949PZjmextbD9YLu9e/dSrVo1o/ccHBwoVqwYa9eujXzv9u3bFCkS/fIbIUTy9DowjG5/nsMrIIxCmRxY0KkUFtoo7i2E+MOaVvDiCtg6wdc7wSlvtP3ueLCDCacnEG4Ip1LmSvxa41dSWaSKvwsRsaLRaOhVrBfZ7LMx5uQYjjw7Qvf93Zlfaz7OtlEUtNdooN4U9fzMfNg1GCztoGhrk6YVc6fj13bF6b/uMitOuZLTKRVfV8wRr9cjkrCgoOgLrsSngAC1H3csHDt2jJ07d3Lx4kUWLVrEjh07WL9+PevWraNgwYLxPFAhxJduwQL4+Wf1fPlyVcA6KutvrKf7ju4YMNC/bH9m1ZsVfUDKywuaNlUBEGtr+OsvtTZQJL5cueD0aVVb6sgRFUGaP1+tvYtCfqf8HOl6hJora3Ld4zoN1jTg8NeHsbeyN2pnYaECmzVrwvnz0LixyphKmzYhLir5SjGZUknBkydPyJAhg8n7Wq2WKlWqRL6eO3cu48aNS8ihCSESWYgugm9XX+CRZyCZHa1Z0b0sdlZR3FcIC4R1bd/tsvf1DkhfIMo+DQYDS64tYeypsYQbwmmaqynza82XgNQXpkHOBiytv5TUVqm55X2Lr/d+zbM3z6Ju/DYw9XZXvq3fwp09UTZtUiwzw+vnB2DCzpscueMRT1cgRPyrXr06v/zyCwEBARw9epQRI0Ywfvx40spvCkKkeLt2wUCVeMyUKdC5c9Tttt7eSuetndEb9PQq1Ys5DedEH5BydVUZOP/+qyIShw9LQOpLkyaNypDq2hUiIlRhqIkTo83Cze+Un4NdDpLOJh3nn5+n6V9NCdaZ7lacKpWqKeXiAvfuqUS5sLD4vpjkLcVkStmY23C249lE++zYCAoKiv4/vv9bs2YNrVq1olixYnExNCFEEmAwGBi55RrnXV9jb23Onz3KkcHB2rRheBhs6AxPz4CVI3TZHm1R8wh9BNPPTWfD3Q0A9CjSg8GlBn/w/yCROEqmL8naRmv57uB3uAW40XVvVxbXXUzeNFFkwGk00GiWClBeWw+bukGnjZCrhknTvjVy88Q7kI0X3Oi/7hKbeleiUGaHeL8ekcTY2sa4i1G8fu5HevnyJd27dweghfyCKESKd/myqv+j10PPnmpjtqgceHiA9pvbE2GIoGvxrixqsij6ouZXrkDDhvDypYpM7NuntvETXx5LS1ixAnLkUAGpCRNUIfrZs8HM9O+3cPrC7O+8n5ora3LsyTFab2rNtnbbsNRaGrXLmFHt2lipkiof1qsX/PmnbLL4qVJMppRGo8HWwjZRHrH9Jc/JyQlvb+9oj+/btw9HR0caNmwYV18WIUQSsPDoQ7ZfeY7WTMOizqXJl8HetJE+ArZ9Bw//AYtU0HkLZC4RZX86vY6RJ0ay4e4GNGgYWW4kQ0oPkYDUF87FwYVVDVeRJ3UePIM96bavG1c9r0bd2MwMmi+AAk0gIhT+6gjPzpk002g0TGlRlIq50hEYFsE3K8/zyj8knq9EJDkajbo1nNCPT/g/KU+ePFhZWcXDF0EIkdS8fAnNmqkVyHXrwsKFUf+3ctbtLC03tESn19GmUBuWNVsWfUDq1Cm1q9vLl1C0qFoiJgGpL5tGo4JRc+ao13PnQrduoNNF2bx05tLs7rgbG3Mb9tzfQ+etnaPcbKZIEdi0CbRaWLUKpk6Nv0tI7lJMUCopKFOmDOfOGf/S8OLFC86dO8fFixd59eoVTZs2BeDmzZuJMUQhRALbd+MFP++/C8Ck5oWpnMfJtJHBAHuGw82tYGYB7VZDtrJR9hcWEcawo8PY57oPczNzZlafSaeCneLzEkQccrZ15s8Gf1LMuRj+Yf70OtCL089PR91Yaw6tl0OumqALhDWt4eV1k2aW5mYs6lyaXM6peOEXwjcrzxMUFh7PVyKEEELEn+BgtZrOzQ3y539X4Px9tzxv0WhdIwJ1gdTNVZc1LdegNdNG3ek//0C9euDvD9WqwfHjkCVLvF6HiEMDB6rokVYLq1dD69YQEvWNuKrZq7Kt3TYszCzYdGsT3+76NsrNy+rXh3nz1PNx41RZMfHxJCj1BWnUqBEPHz7k2bN3tUI2bdpE7ty52bt3L127dgXUUp7Vq1cn1jCFEAnkhrsfQzaoTJhulXLQqXz2qBsenQ4XlgEaaLkY8tSOsllIeAgDjwzkyLMjWJpZMqfmHBrkaBBPoxfxxdHKkSV1l1AxU0WCw4Ppd7gfh58cjrqxuRW0XwsuFSHUTwWmXj8x7dPWghXdypI2lSU33P0ZtvEqer3sfCaEECLpMRjgm2/g7FlV7unvvyF1atN2T3yfUG91PXyCfSiXpRxb2201WaYVae9eVdU6KEgFpvbujbpT8WXr0gW2bQMrK1UYqmFDtdtrFOrnqc/61uvRarQsv7Kcsf+MjbJdnz4wZIh63r27KoAuPo4Epb4g1tbWbN26lZEjR/LDDz8watQoGjRowPr165k7dy5Zs2Yla9asODk5cfHixcQerhAiHr3yD6HnygsE6yKons+ZsY2jSQ3/dxEcm6GeN54FRVpF2SxIF0S/w/045X4KG3MbFtRZQLWs1aJsK758tha2zK89n7rZ6xKuD+f7Y99z6MmhqBtbpoIO6yF9IQh4qXZmDDLd6jh7ulQs7lIaC62GvTdeMu8f2edYJB3nz59n4cKFPHjwgFWrVnHv3r3EHpIQIpFMmaIyVszNYcsWyJPHtI1noCf11tTD/Y07BZ0KsqfjHuwso9lldNs2aN5cZdU0a6aCGZ9Q8058IZo2VXXA7O3h6FFo1CjauoktC7ZkcZPFAEw7OY0F5xZE2e7nn9UGf6GhKkPv+fN4GnsypTFElYf2iV6/fs2QIUPIkSMHPj4+zJw5E2vrKIrx/keXLl04cuRI5Oty5cqxdevWWH2ev78/jo6O+Pn54eBgXJg1JCSEx48fkzNnzg+OIblJydcuRHIQooug3eIzXHXzI096O7b2rYSDdRQ55ze2wOYe6nnNMVD9hyj7exP2hr6H+nLF8wqpLFKxoPYCSmcoHY9XIBJKuD6cMSfHsOfxHsw1ajlm3ex1o27s/xyW1gV/N8haFr7eCZamk+oN558yYota5reocykaFMkUn5fwxYtprhFXPmX+9OTJE8aOHUvOnDkJDw9n6tSpsa4Ll9LnTynhGoVIqTZtgrZt1fMlS1Rx8/cFhgVSY2UNLjy/gIujC6d6nCKrQ9aoO1y/Xm3XFxEBbdrA2rVRrwMUSc/Zs++WY1atCnv2gF3UgcnJxybz49Ef0aBhU5tNtCpkehPY3x8qVIDbt6FcOVUAPaX/iIntHCpOM6WGDRtG+/btmTBhAjVr1mTy5MkfPKdixYq4ublFPmIbkBJCiOTo7U57V938SGNrwbKuZaIOSLmegm291fNy30G14VH2F6gLpPeh3lzxvIK9pT1L6i6RgFQyYm5mzrQq02icqzHhhnCGHxvOwScHo27skFkVwLdODW7nVUAzwrR2VLuyLnSrlAOAIRuucuu5f/xdgAA+bf7Uo0cPRo8ezaRJk3B2dmbp0qUJMFIhhPhyXb0K/692wpAhUQekwvXhtN/SngvPL5DOJh0HOh+IPiC1YQN06qQCUl9/DevWSUAqOSlfHg4cAAcHOHEixoypsdXG0rt0bwwY6LS1EyeenDBp4+CgkujSpIFz5+Dbb9VSUvFhcRaUCggI4NChQ9SrVw+ABg0asGLFCvR6fYznmZubx/ozQkND8ff3N3oIIURysvTE48id9hZ2Kk32dKlMG3nehfUdICIMCjaFBtOj3E4mSBdE30N9ueZ5DQdLB5bVW0ZR56IJcBUiIWnNtEytPJUmuZoQYYhg+LHhHHA9EHXj9AWg4wYwt4Z7e2H30ChnTGMbF6RKHieCdRH0WnUB74DQeL6KlOtT5k8PHz7k9evXFPz/jk9Nmzbl999/j7a9zJ+EEMmdl5daYRccrIpP//yzaRuDwcDAvQP5+97fWJtbs6vDLvI75Y+6w23bVEBKr4cePWDFCrUeUCQv5cvDwYPg6KgCUw0bwps3Js00Gg3zG82nRYEWhEaE0mx9M2543DBplyfPux35Vq+GX35JiItI+uIsKHX16lXy58+PmZnq0sbGBgcHBx49ehTjeYGBgQwdOpTevXvTqlUrPDw8om07ffp0HB0dIx/ZsmWLq+ELIUSiO37Pk+l7bwPwY5NCVMydzrTRm1ewtjWE+KklWC2XQBS7xISEhzDwn4Fc8riEnYUdf9T9g4LpZMvi5EprpmVK5Sk0zdWUCEMEPxz/IfoaUy4VoNUy0JjBpZVwfJZJE3OtGfM7liRHOlvcfYPps/YSYeEx32QSn+ZT5k///vsvpUu/y3jMkycP9+7dIzQ06uChzJ+EEMmZTqeW7D15ooICf/2lggLv+/n0z/x+4Xc0aFjbci0Vs1WMusO//4Z27VSGVJcuah2gmZRiTrbKlXsXmDp5UmVMRVH8XGumZV3LdVTOVhnfEF8arm3I8zemxaNq14bfflPPf/hBrQoUMYuzf10vXrwgXTrjX6DSpEkTY5AJ4NKlS0ybNo1FixbRvXt3Ro4cGW3bUaNG4efnF/n47y510YnDkllJRkq8ZiGSuifegQz46zJ6A7Qtk5WvK0ax015YIKxrC75PIW0uVbzawsakWWhEKIOPDObsy7PYmtuyqO4iCjsVToCrEIlJa6ZlcuXJNMvdTGVMHR/OKfdTUTcu2AQa/T8YdWQKXN9s0iS1rSVLu5bBzsqcc499mLL7VjyOPuX6lPlTVOfY29vj7e0dZftPmT99KNM9KUvO1yZESjR8OBw5osoBbd+ulk+9b/2N9Yw4NAKA2fVn07Jgy6g7278fWrVSka527WD5cglIpQRly8KhQ2pHxZMn4auvVNXy99hY2LCzw04KOBXAzd+Npn81JTDMNIDVrx/06qWS0Tt2hPv3E+AakrA4y0EMCwszCYbo9foPFpBcvXp15PNGjRoxePDgaNtaWVlhZWUVq/FYWFig0Wjw9PTE2dk51sU/kzqDwYCnpycajQYLWfMsRJIQGBrOt6su4heso0S21ExuUcT0/6yIcFUD6MUVsE0HnTZDKieTvnQROoYdHcap52qXvYV1FlLcuXjCXIhIdFozLZMqTSIkPIQDTw4w+MhgFtVdFHUdsbLfgM8jODMftvcFx2zgUt6oSZ709sxpX4JvVl5g1ZknFMuamtalo6m9IT7Jp8yfPvacj5k/WVpaYmZmxvPnz3F2dsbS0jLZzKEMBgNhYWF4enpiZmaGpWU0W78LIZKMlSthzhz1fPVqKBzFPbjjT47TdbsqNjW4/GAGVRgUdWf//KO2TgsLU0GJ1atlyV5KUqaMSmuqW1dlTrVvr9bivfc9kNYmLbs77qbC0gpcenGJTls7saXtFrT/Wbmg0cD8+XDrFpw6pb6d/v032jrqKV6c/SvLkCEDPj7GW0z7+vqSMWPGGM/z8vLCyUn9YmVmZhZnWT5arZasWbPi5uaGq6trnPSZVGg0GrJmzYo2qrxVIcQXxWAwMGzjVe6+eoOzvRWLu5TGyjyKf7sHxsC9faoWUIf1kC63SZMIfQSjT47mmNsxrLRWzKs1T4qap0BaMy0/Vf2J4PBgTrifoN/hfiyrtyzqbLm6k+C1K9z5W9Up63lIZeH9R+2CGRhcJy+/HbrP6G3XyZ/BnqJZHRPmYlKAT5k/ZciQgcePHxu9FxwcTNq0aT97PGZmZuTMmZMXL17wPJnuaW1ra4uLi0vkkkkhRNJ07hx89516Pn68iie974HPA77a8BVhEWG0LNiSWfVMl6wDaie2Zs0gJASaNFG77skN/pSnYkXYsQMaN1Zpd927q8jnez8vcqXJxfb226m1shY77u7gh4M/8Et94wJSlpYqplW6NNy8Cd98o76tksl9njilMcRRFOj169cULlwYd3d3NBoNgYGBlChRgnv37kV7h+3WrVs0adIksm6CwWCgaNGi3LhhWjQsKrHZYjAiIgKdTvdpF5VEWVhYSEBKiCRi4dEHzNx3F0utGX99W4HS2aPIOT+/TBWkBmi7Cgo1N2liMBiYenYqG+5uwNzMnHm15lElS5V4Hr34koWEh9DnUB8uvLqAo5UjK+qvIG+avKYNwwJhRSOVhZcuL/Q8CDbG34d6vYFvV1/g0G0PsqS2YWf/yqSzi13mTVIX2+2MP9WnzJ+uX79O9+7duXDhAgD37t2jZ8+eHD9+PFafGZtrMhgMhIeHExER8WkX9oXSarWYm5snm+wvIVIqDw/1y76bmypwvnWr6So73xBfKiytwF3vu5TLUo6jXY9iE0XZA27dgqpVwccH6tSBXbvgA6t9RDK3a5dKb4qIgN69YeHCKKNJ62+sp8OWDgD83vh3epfpbdLm9GmoUUOtCJ05Uy03TSliO4eKs1tEadKkoVatWhw5cgSAvXv38vXXX2MwGOjQoQMXL140OcfZ2ZkyZcpEvj5y5AhNmjSJqyEBavJhbW2doh4SkBIiaTh534tZ++8CMKFZ4agDUo+OwZ7///SqNS7KgBTAwqsL2XB3Axo0TK8yXQJSAmtza+bXnk9Rp6L4hfrx7cFveeYfRS0hy1Qq+84hC3jfhw1dIDzMqImZmYZf25Ugp1Mq3H2DGfDXZcIjpC5PXPiU+VPRokWxtbXlwYMHAOzcuZNevXrF6bjelgFI7DlNXD/elncQQiRd4eFqZZWbG+TPD6tWmQakwvXhtN3Ulrved8nmkI0d7XdEHZB6+lRt1+fjowpeb9smASkBTZuq5ZsaDSxaBNHUvW5fpD2Ta04GoP+e/ux7sM+kTaVK75aYjhypSlcJY3GWKQUq3Xz48OG4uLjg4eHBrFmzMBgMFCpUiNmzZ9O8uekvU4cPH+bmzZuYm5vj6urKhAkTsLW1jdXnxffdSyGEiC/PfYNpMu8kPoFhtC2TlRmtipn+ouT1AJbWhhBfKNoWWv4R5V2atbfX8tO5nwAYW34s7Qq0S4ArEEmFX6gf3fd35/7r+2Szz8bqhqtJZxPFzo4vb8Dy+hAWAKW6QtM5Jt9v9169ocWCUwSFRfBttVyMbpT8d3RMiLnGp8yfnj59yoQJE8iePTuhoaFMnTo11sEWmT8JIZKykSNhxgxIlUot4StUyLTNgD0DmH9+PrYWtpzqcYoSGUuYNvL0VBlSd+9CwYJw/Dg4mdbrFCnY0qWqYjnAr7/CkCEmTQwGA913dGfl1ZU4WDnw7zf/UtC54Htt1PK9FSsgXTq4cAFy5EiA8Sey2M434jQoldBkUiWESIpCwyNou/hfrj7zpUgWBzb3roS1xXsZjsGvYWkd8H4AWctB111gYXrnbvej3Yw8oe7e9C3Rlz7F+yTEJYgkxjPIky57u+Ae4E7hdIVZXn85thZR3AC6tx/WtQMMane+cqbZN3uuv6Dv2ksALOhYisbFMsXz6BNXcpxrJMdrEkKkDNu2Qcv/b5y3YQO0bWvaZuH5hfTb0w8NGra220qLAi1MG715A7VqqehAtmyqGnW2bPE6dpFEzZjxLlPqr79Umt57wiLCqLOqDieeniBP2jyc63mONO+VQggJUTHQCxegVCn1LZfck/ISfPmeEEKI2Jm06xZXn/niaGPB751KmwakInSwsasKSDlmg/ZrowxInXY/zdiTYwHoWKAjvYuZrmMXAsDZ1plFdRaR2io1N71vMvTYUHT6KOot5qsPdSao53tHqOWj72lUNBPfVVfF0H/YfJWHngHxOHIhhBBCuXcPuqpN9BgyJOqA1MGHBxm4dyAA02tPjzogFRamIlsXLqjMqAMHJCAlovfDDzBggHr+9ddql8b3WGot2dx2My6OLjzweUC7ze0I14cbtbG2hi1bVKbUpUswKJpNIFMiCUoJIUQC2nThGWvPPkWjgd/alyBb2iiyVfaPgcfHwOL/tX7s0ps0ueNzhyFHhxBuCKdRzkaMKDdC6qSIGOVwzMGC2guwMbfhlPspJpyeEPWOt5UHQbF2YIiATV3B55FJk+H18lM+Z1oCwyLos+YiQWHhpv0IIYQQcSQgQMWR3rxR2SYzZpi2eeDzgLab2xJhiODr4l/zQ+UfTBsZDGo51qFDYGcHe/dCgQLxfwEi6dJoYPZsaNNGVStv0QKuXDFplj5Vena234mthS0HHx1k+AHTiuYuLrBuneryjz9UPTQhQSkhhEgwt577M3a72l10cO181MxvGmzi8ho4t1g9b7UEMhYxafIy8CX9DvUjKDyIchnLMaXyFMw08t+5+LBizsWYVX0WWo2WnQ93MvfyXNNGGg00nQtZSqtlpH91gBB/oybmWjPmdSyJs70V914FMGbbjagDXEIIIcRnMhjg22/h5k3IlAk2bgQLC+M2b0Lf0Hx9c7XjXtYK/NHkj6hv1k2YoCIBWi1s2gT/2XRLiGhpter7pkYNFRlt2BBcXU2aFc9YnFUtVKTpt7O/sfzycpM29erB+PHqee/ecP16PI47iZDfYoQQIgG8CdHRd+1FQsP11MjvzIBaeUwbuV2Av/9fQLHGaCjQ2LSfsDf0OdQHj2AP8qTOw+yas7HQWpi0EyI61bJWY3xFNRtaen0pG+9uNG1kYQ3t1oJdRvC8A1u/Bb3xbnvp7a2Z36EkWjMN2y67s/bs04QYvhBCiBRm8WJVykerVQGpjBmNj+sNer7e/jW3PG+RyS4TW9tuxcrcyrSj5cth0iT1fNEiaNAg/gcvkg9ra9i+HYoWhZcv1ffP69cmzVoVasWE6hMA6P13b049PWXSZtw4teljcDC0agV+fvE89i+cBKWEECKeGQwGRm65jqt3EFlS2zC7bQnMzN67e/fmJWzoDBFhUKAJVDNN+dVF6BhydAgPfB/gbOPMwtoLcbCUIsXi432V9yv6l+gPwLSz0zjlbjphwiETtF8HWiu4txeOTjdpUj5XOn6onx9QtdKuufnG57CFEEKkMP+tvTNjBlSpYtpmyvEpbL+zHUutJdvabSOTfRQbcOzfr9KtAMaOhZ4942/QIvlydFRLPrNlU7s2tmqlapS9Z1z1cbQq2AqdXkerja1w93c3Om5mBmvWqG7u34cePVRGYEolQSkhhIhnK0+7svv6Cyy0GuZ3LEmaVJbGDcJDVUDqzQtwLgBfLVI/rf7DYDAw4cwEzr44i625LQtqLyCTXfLe9UzEr2+LfUuz3M2IMEQw7Ngw7r2+Z9ooa2lo9v8lfsdnwp3dpv1Uy0W9QhkIi9DTZ80lfINMJ2dCCCHEx/L1hdat1e/8zZvD0KGmbXbc2cH4oyr7d1HjRZTPWt600ZUrqqOICOjS5V22lBCfIksW+PtvsLeHI0fUGrz3IkpmGjNWtlhJ0fRFeRX4itabWhMaHmrUxskJNm9WS1G3blVlq1IqCUoJIUQ8uvLMl6l7bgMwqmFBSroYbw+LwQC7h4HbebB2VJkpVvYm/Sy+tpidD3ei1Wj5pcYvFExXMCGGL5IxjUbDhIoTKJuxLIG6QPof7o9XsJdpw+Ltofz/d3bc+h143TfpZ1bb4mRPZ4u7bzDfb7oq9aWEEEJ8FoMBuneHx48hRw5YsUKVPPyvW5636LytMwD9y/ane8nuph09fw5NmqhK6TVrwtKlph0J8bGKFYMNG9RN5BUr4KefTJqkskzFtnbbSG2dmn/d/mXQPtPt9sqVexeMGjEC/v03vgf+ZZKglBBCxBPfoDD6rb2ELsJAwyIZ6V45h2mjiyvg8mrQmEHr5ZAut0mTfa77WHBlAQBjKoyhSpYocteF+AQWWgtm15hNDoccvAh8Qf/D/QkODzZtWG8KZK8MYW9gfScIfWN02MHaggUdS2GpNePQbQ+WnXycQFcghBAiOfrtN1W+x9JS1SNP8949Pb8QP77a8BUBYQFUz16dX+v/atpJUJBKsXJ3h4IFVTqKpaVpOyE+RcOGMG+eej56tCp49p7caXPzV6u/0KBh8cXFLLu0zKRN377Qti2Eh0O7duDjE98D//JIUEoIIeKBXm9g2MaruPsGkz2dLTNaFzPdBcbtIuwdoZ7XGgd56pj0c8PrBmNPjgWgS6EutMnXJr6HLlIYRytHFtReQGqr1Nz0vsmoE6PQG4yLmqO1gDZ/gn1m8LoL2/uYpKoXyeLIuKaFAPhp7x0uPTUt/imEEEJ8yJkz8MMP6vns2aYb5BkMBrrv6M4973tkdcjKxjYbTTd90euhWze4cAHSpYNduyB16oQYvkhJ+vaFwYPV86+/Vt+872mQpwGTa05Wzff05Zz7OaPjGg0sWQK5c8PTp+rbNqUlnEtQSggh4sGyk485fMcDS3MzFnYqhYP1e5OlQC/Y+PW7wuZVhpj08SrwFQP/GUhoRChVs1RlWOlhCTR6kdK4OLgwp+YcLMwsOPz0MHMvzTVtZJce2q0GrSXc3gUnTe9Kdy7vQuNimQjXGxiw7rLUlxJCCPFRfHxUtkh4OLRvD336mLb5+fTPbLuzDUutJVvabiF9qvSmjSZNUilWbwv25DbNRBciTsyaBU2bQmgotGihIkvvGVV1FC0KtCAsIoxWG1vhEehhdNzBQX27Wlqq+GlKqy8lQSkhhIhjl5++Zsa+OwCMb1qIwpkdjRvoI2DLN+DvBunyQIuFJvUNgsODGfDPADyDPcmTOg8zq81Ea6ZNqEsQKVCpDKWYWGkiAMtuLGPPoz2mjbKWgUY/q+eHJ8ODw0aHNRoNP7UsKvWlhBBCfLS3daSePYM8eeCPP0zLP/3z+B9GHR4FwNwGcymXpZxpR+vXw0T184xFi6BatXgeuUjRtFpYtw6KFwcPD7VkNDDQqMnbwucFnArg5u9G201tCdeHG7UpWVItW4WUV19KglJCCBGH/IJ09F93mXC9gcbFMtGxnItpoyNT4dFRsLCFdmtUgfP/0Bv0jDk5hts+t0ljlYZ5teZhZ2mXMBcgUrSmuZvSo0gPAH48/SM3vW6aNirdDUp1BQywpSf4uRkdtpf6UkIIIT7B3Lmwc6fKFtm4UW1u9l9u/m6039wevUFP1+Jd+bb0t6adnDunIlsA338PPXrE/8CFsLODHTvA2Vnt9ti9u8kaPAcrB7a124adpR3Hnhxj7D9jTbrp3Ttl1peSoJQQQsQRg8HAiC3XcPcNxiWtLdNbFjWtI3VnN5z4RT1vNg/Sm+6it/jqYg4+OYiFmQW/1fyNrPZZE2D0QigDSw6kWtZqhEaEMvDIQDyDPE0bNZwJmYpDsA9s7Arhxsv03q8vdVnqSwkhhIjBhQswfLh6/uuvKmvkv0LDQ2m9sTWeQZ6UyFiC3xv/bjrHev5cLZ8KCVHLqaLYEU2IeJM9u1oqamGh1uJNnWrSpIBTAZY3Ww7AjFMz2Hl3p9Hx9+tLRRHbSpYkKCWEEHFkzb9P2HfzJRZaDfM7ljStI+X9ELb1Vs/L94GirU36OPz0MAuvLgTgx4o/UipDqfgethBGtGZaZlSdQS7HXHgEeTD4yGBCI0KNG1lYQ9tVKsvP/QIcML3b17m8C42LqvpSA9dfxj9El0BXIIQQIinx81NZITodfPWVqh39vmEHhnHW/SyprVOzpe0WbCxsjBuEhkKrVvDiBRQuDGvXqmVVQiSkKlVgoZrHM24cbNtm0qRN4TYMKj8IgK+3fc1Dn4dGx/9bX2rnTliwIN5HnegkKCWEEHHg5nM/Jv99G4CRDQtSLGtq4wa6YNjUFUL9IVsFqDfZpI8Hrx8w+sRoADoV7ESLPC3iedRCRM3O0o55tebhYOnANa9rTDozybQ2VJoc8NUf6vm5xXB9s9FhjUbD9FZFyZrGhmc+wYzael3qSwkhhDBiMMC338KjRyrRZNky0zpSG25sYMF59Zv5mq/WkCtNLtNO+vZVRXjSpFHLqN5f+ydEQunZEwYOVM+7dIHr102azKw7k4pZK+IX6kfrTa0J1gUbHS9ZUtVPBxg2TK0ITM4kKCWEEJ8pIDSc/usuExahp07BDPSonMO00b6R8PI62DpBmxXw3tbFfqF+DDoyiKDwIMplLMewMrLTnkhcLg4u/FLjF7QaLTsf7mTN7TWmjfI3gCpD1fOdA8HzrtFhB2sL5nUoibmZht3XXrDh/LMEGLkQQoikYskSVT/K3FzVJ0+Txvj4Xa+79NzVE4DRVUbTOF9j004WLoTly8HMTHUiO+2JxPbLL1Cnjip43ry5SXEoS60lG9tsxMnWiSsvrzBg7wCTLvr3h2bNICxMZRIGBCTU4BOeBKWEEOIz/bjjBo+9AsnkaM3PrYuZ1ji4ugEu/glooNUScMhsdDhCH8GIEyN4+uYpmVNlZlb1WViYvbf0T4hEUCFTBYaXVUU+frnwC+dfnjdtVHMM5KgKukDY0AVCjWdNJV3SMLx+fgAm7LrJvVdv4n3cQgghvnw3b8IgtYqJadOgQgXj40G6INpsakNAWAA1ctRgYs2Jpp0cOwaDB6vnM2ZAvXrxOmYhYsXcHDZsgFy54PFj6NABIiKMmmR1yMq6luvQoGHZ5WWsuLzC6LhGo2KtWbPCvXsqSJVcSVBKCCE+w7bLbmy95I6ZBua0L0maVJbGDTzuwN+D1fPqIyB3LZM+5lyewyn3U1hrrZlTaw5prNOYtBEisXQs0JEmuZoQYYjg+2Pf8zLwpXEDrTm0Xg52GcHrLuweZlKVs1fVXFTL50yITk//dZcI0RlPzIQQQqQswcEq+yMkBOrXV0uU3jdgzwCue1wnQ6oMrGu5DnMzc+MGT55A69Zqq7KOHaPuRIjEkjatqillawsHDqgaU++pm7suE2uoYGu/Pf244XHD6Hi6dLBunUoCXLkSVq9OkJEnOAlKCSHEJ3L1CmTsNvXDY2DtvJTLmda4QVigqiOlC4JcNaD6DyZ97HPdx4ob6s7IpMqTKJC2QHwPW4iPotFo+LHijxRIWwCfEB+GHBliWvjcLr0KTGnM4Np6uLLW6LCZmYZf2hTHyc6Ke68CmPT3rQS8AiGEEF+aYcNUplSGDOqXbbP3fiv988qfLL+yHDONGX+1+otM9pmMGwQHQ8uW4OWlCvAsWWJajEqIxFasmCqUBjB9utqd7z1jqo2hXu56BIcHR2YG/lfVqjB+vHrep4/KmkpuJCglhBCfICxcz8D1lwkMi6BczrQMqJXXuIHBAH8PBc87KoOk5VIwM94F5qHvQ3489SMA3Qt3p2HOhgk1fCE+io25Db/V/A1HK0dueN9g2tlppkXLc1RWS/kAdn8Pr4wDT872VvzWrgQaDaw7+5Q9118k0OiFEEJ8SbZtg99/V89XrVKBqf+6/uo6fXerLfgm1ZhEzZw1TTvp3x8uXVKpJG+zUYT4ErVvD0P/X3+za1e4ZTw/MtOYsfqr1WS2z8wdrzv03d3XZI41ZgxUr65KVHXooDabTE4kKCWEEJ9g1oG7XHPzw9HGgt/alUBr9t7ductrVMaIRvv/pU3ORocDwgIYfGQwweHBlMtYjoGlBibg6IX4eFnssjCz2kzMNGZsvb+VTfc2mTaqMlQtUQ1/u9uk8d2+Knmd6F1dFaAdueUa7r7Bpn0IIYRItp4+hW++Uc+HDzctARUQFkDbzW0JDg+mfu76jKo6yrSTpUuNC5tnzx7/Axfic8yYATVrqmrlX30Ffn5Gh9OnSs9frf5SAaprq/nzyp9Gx7VaWLtWxWAvXVJBquREglJCCPGRjt3z5I/jjwCY2boYmVPbGDfwuA17VHFoao1RGST/YTAY+PH0j7j6u5LeNj0zq800rZMgxBeoUuZKDCypAqjTz03nqudV4wZmZvDVH2CfCbzuRVlfamjdfBTPlhr/kHCGrL9ChP69jCshhBDJUng4dO4Mr19D2bIwZYppm/57+nPH6w6Z7TOz+qvVmGne+3X1/Hno1089nzJF7XAmxJfubeHzbNnU+ruuXU3mR9WyV2NyzclA1PWlsmR5txLwl19g//4EGXmCkKCUEEJ8BM83oQzbeAWALhWyU79wRuMGYUGwqZvKFMldCyoPMelj5c2VHHxyEHMzc36t8SvpbNLF/8CFiCM9ivSgbva6hOvD+f7Y97wOeW3cwM4ZWi2Ltr6UhdaMue1LYGdlzjlXH+b/8yABRy+EECKxTJ0KJ06AvT389RdYvrc3zMorK1l5dWVkHSnnVMZZ5nh5qcLmYWHQvDmMGJFwgxficzk7q5pSlpawYwf8/LNJk5FVRsZYX6p5c+irVrbStSt4eCTEwOOfBKWEECKW9HoD32+6ildAGPkz2DOmcUHTRnt/+H8dqQwqY+S9yp3nX57nt0u/ATCi7AiKOxdPgJELEXc0Gg2TKk0ih0MOXga+ZOSJkUTo39tN7/36Uh63jQ5nT5eKyS0KAzDn8D0uuPokxNCFEEIkklOnYNIk9XzhQsid2/j4Ha879N2jftueWGMi1bJXM24QEQGdOqn1f3nyRF0dXYgvXZkyMG+eej5qFBw7ZnT4/fpS/fb0M+li1iwoUgRevYJu3UCvT4BxxzP5lyyEELH052lXjt3zxNLcjLkdSmJtYVy4nGub4PJqQAOtlprUkfII8uD7Y98TYYigaa6mtMvfLuEGL0QcsrO045cav2Ctteb089MsvrbYtJFRfanuoDOuH/VVyax8VTILegMMWn8Fv2BdAo1eCCFEQvL1VfEkvV4t3+vc2fh4sC6YdpvbEaQLonbO2oyqEkUdqYkT4cABsLFR2SaOjgkydiHiXK9e0KWL+gfRrh28MN745b/1pVZdXcXqq6uNjtvYqExDKyvYuxfmzk3IwccPCUoJIUQs3Hruz0977wAwtnFB8me0N27g/RD+HqyeVx8BOY3v8IXrwxl+bDg+IT7kS5OPcRXHoZGti0USli9NPn6sqHaPXHR1ESfdTxo3MDODrxZDqvTgeRv2mf6SMal5YVzS2uLuG8zobddNd/QTQgiRpBkMahv7J08gZ05YsMC0zdD9Q7n26hrpU6VnTcs1aN/brZh9+2CyqrXDkiVQtGj8D1yI+KLRwKJF79Kd2rdXBdf+o1r2aoyvPh6APrv7cM/7ntHxIkVUXSlQq1gvX06QkccbCUoJIcQHBIdFMGj9ZcIi9NQukJ4uFd7b5SU8VNWRCguA7FWg+g8mfcy7PI9LHpdIZZGKX2v8io25jUkbIZKaprmb0iZfGwwYGHliJC8CjO/2YZceWv4BaODiCri5zeiwvbUFc9qXwNxMw+5rL9h80S3hBi+EECLerV6tNsjTamHdOnBwMD6+6eYmFl1chAYNa75aQ0a792p1Pnv2LrWqTx+VciVEUmdrC1u2qAJrx4/D6NEmTcZUHUP17NUJ1AXSfnN7QsNDjY737QvNmqkSax07QlBQQg0+7klQSgghPmDqnlvc9wjA2d6Kma2LmWY4HRwPL6+BbTpotQTeu8N37Nkxlt9YDsDEShPJ7iBbF4vkY0S5ERRKVwi/UD+GHRtGWESYcYPcNaHK/wv+7xwEr12NDpd0ScOQuvkAGL/zJq5egQkwaiGEEPHtwYN3G+VNnAgVKhgff/z6MT139QRUgee6uesaN9Dp1PImb28oVQp+/TUBRi1EAsmXD5ar3w/4+WfYvt3osNZMy9qWa0lnk47LLy8z4pBxYX+NRu3GlykT3LkDw4Yl0LjjgQSlhBAiBgduvmTNv08B+LVtcdLZWRk3uLsPzv6unrdYBA6ZjQ4/D3jO6JPq7kfHAh2pn6N+vI9ZiIRkpbXi1xq/4mDpwHWv68y+ONu0Uc3RkLUchPrB5m8gwrh+VO/quSmfMy1BYREM2nAFXUQyqNophBApmE6nsjcCAqBaNRg58r3jETo6bu2If6g/FbNWZFLNSaadjBoFZ86o+lGbNoG1dcIMXoiE0ro1DPn/jbtu3eDxY6PDWRyysLLFSgDmnJ3Drru7jI47Oama/6BWBO7cGd8Djh8SlBJCiGi88g9hxJZrAHxbLRdV8763NbH/C9jeRz2v0Bfy1TM6rIvQ8f2x7/EP86eoU1G+L/N9QgxbiASXxS4L06pMA2DN7TUcfnLYuIHWQhX/t3YE9wtwZKrxYTMNs9uVwMHanKvPfJlz6H5CDV0IIUQ8mDABzp+H1KlhzRq1fM/o+NEJ/Ov2L45WjqxrtQ5zM3PjBjt2vCua8+efkCtXAoxaiEQwY4ZKI/TzU5mBYcYZ543zNWZIBRW46r6jO27+xqUO6tZ9lyX1zTcmddOTBAlKCSFEFPR6A99vusrrIB2FMzswrF6+9xpEwNZeEOwDGYtBnQkmffxy8Reue13HwdKBWdVnYaG1SJjBC5EIqmerTrfC3QAYd2ocbm/eqw+VJjs0+/82yCdnw8N/jA5nTm3D9JbFAFhw9AFnH3nH95CFEELEg+PHYfp09fyPPyBbNuPj/zz+h+knVYMlTZeQI3UO4waPHkHXrur50KHQokW8jleIRGVhARs2QJo0KpL7g2lt2um1p1M6U2m8g73pvLUzEfoIo+NTp0KJEuDlpf7p6JNYwrkEpYQQIgorTrty4r4X1hZmzGlfAivz927xnZwNrifAIhW0XgHmxsv6Dj05xNrbawGYVmUame2Ml/UJkRwNLDWQYs7FeKN7w/Bjw9G9t0yPQs2hTA/1fFtvCPQyOty4WCbalM6KwQBDNlzBL/i984UQQnzRfH3VbvcGA3TvDm3aGB/3DPSk89bOGDDQq1Qv2hR+r0FoqMoW8fODihXhp58SbOxCJBoXl3fr8ObMgW3GG8NYmVuxvvV67CztOPbkWGRQN/K4ldpIwMYGDh5UXSQlEpQSQoj33H7hz4y9dwAY27gQedLbGzd4ehaOqKVKNPoZnPIYHXZ748aPp34EoHvh7lTPVj3exyzEl8DCzIJZ1WbhYOnADe8b/HoxiqK09aaCcwEIeAXb+6rfXP5jfLPCZE9ny3O/EMZsu47hveNCCCG+TAaD2iDv6VPIndv0F2ODwUD3Hd15EfCCgk4F+a3Bb6adjBwJFy5A2rQqe8RCssxFCtG06bt1eN27m9SXypM2D/MbzgfU8tczz84YHS9Y8N1eACNHwpUr8T3guCNBKSGE+I8QXQSD1l8mLEJPnYLp6VTexbhBsC9s6QmGCCjaBkp0NDqs0+sYcXwEb3RvKOZcjAGlBiTc4IX4AmSyy8TUKqpmVJT1pSxtodUy0FrB/f1wdrHRYTsrc+a0L4m5mYa/r71g6yX3hBq6EEKIz7B2Laxfr+pHrV2rdrv/r7ln57L7/m6stCrrw9bC1rjBzp3w22/q+Z9/mq77EyK5mz49xvpSXxf/mg5FOhBhiKDj1o74hfgZHf/uO2jeXJ3WsSMEByfk4D+dBKWEEOI/ftp7h3uvAnCys2JGq2JoNJp3Bw0G2D0U/J5C6uzQ+Fe1H+t/zLs0j2te17C3tOfnaj9jYSZ3+ETKUyNbDboWUvVAxp0ah3vAe4GljEWg3mT1/OA4eHnd6HCJbKkZXCcvAON33uSZT1C8j1kIIcSne/wY+vVTz8ePh/LljY9ffXmVHw6pWjmz6s2iWIZixg2ePlW7j4GqI9W0afwOWIgvkYWFiuxGU19Ko9Hwe+PfyZE6B66+rvTe3dsoo1yjgaVLIWNGuH07yvJUXyQJSgkhxP8duevBn6ddAZjVphjp7IzrRHF1PdzYAhottF4O1g5Gh4+7HWfFzRUATK48WepIiRRtUOlBkfWlfjj+Azr9e/Whyn0L+RpARBhs7gFhxoGnPjXyUDZHGgJCwxm84QrhEUmsaqcQQqQQ4eGqjpS/P1SuDKNGGR8P0gXRcWtHwiLCaJqvKf3K9jNuoNNBhw7w+jWULfuuSroQKVH27Mb1pXbtMjrsaO3IX63+QqvRsv7GelZeXWl03MlJJRoCzJ8Pe/cmwJg/kwSlhBAC8A4IZfimawB0q5SDGvnTv9fgIez5Xj2vOQqyljE6/DLwJWNOjgGgY4GO1HapHe9jFuJLZmFmwcxqM7G3sOea5zUWXF5g3ECjgeYLwC4jeN2D/ca/xWjNNPzatgT2VuZcfPKahUcfJuDohRBCxNb06XDqFDg4wJo1YG5ufPz7A99zy/MWGe0ysqzZMuMsdFCpVadPqw7WrwdLy4QbvBBfoqZNYfBg9bx7d3Az3tG4QtYKTKwxEYD+e/pzz/ue0fH69WHgwHene3jE94A/jwSlhBApnsFgYMSWa3gFhJIvgx0jGxYwbhChU3WkwgIge2WoMtTocLg+nJEnRuIb6kvBtAUZVmZYAo5eiC9XFrssTKg0AYBlN5Zx2v20cYNUTvDVIkADF/+E28Z3A7OltWVSi8IAzPkfe3cdHsXVBXD4txt3SAjB3V2KOxQKxd2leCnuWlwLxd3dCrRAgQ+KuzvFNUggCcR99/vjUmCyCQRJCMl5nycPs7lnJ3ewTM7ce87eW5x7+DL2Jy2EECLGTp6EkepnY2bPhgwZtON/Xf+LuWfmArCizgpc7Vy1Abt3v10ZtWgRZMoUuxMW4lsxYQIUKgReXtC8OUREaIYHlh5I+QzlCQgLoNkmtRIx8ttz5wYPD2jXzqSvTLwiSSkhRKK35tRD/vn3OZZmeqY3KYi1hZk24MB4eHIOrJ2g3gLQa8cXXFrAWY+z2FnYMbncZCzN5AmfEP+pkqEKjbI1AmDQkUF4BnlqAzJXgJKvGwJs7Qa+TzTDdQqkpmb+VEQYjPRafwH/kPC4mLYQQogP8PeHFi3Uz8pNmqifm9/1xO8J7ba2A6Bvib5UzlxZG/Dsmdr3B6ptX8OGcTBrIb4RVlZq5aC9PRw6BGPGaIbN9GasrLuSpNZJOfv0LMP3D9eM29jAmjVq4eH27TBf21cmXpGklBAiUbvzwp/R268B0L9qdnKm1NaJ4t5hOPy6v2rNGeCURjN85tkZ5l9S/8sPKz6MdI6RuvUJIehXpB9ZkmTBO9ibwYcHYzBGqg9VcRikzA9BL2FLZzC8HdfpdIypk4dUTtY88Apk1LarcTx7IYQQUenVC27fVk3y5s7V9n4xGA202tIKryAvCqYoyNhKY7VvNhigdWu1ryhvXpgyJW4nL8S3IGtWmDdPHY8aBQcPaobTOKZhYc2FAEw8OpED9w9oxvPle7sQsXdvuH49tif8aSQpJYRItMIiDPRaf4HgMAOlsrjQtlRGbUCgN2zpBBihYEvIXUcz7BPiw8DDAzEYDdTKXIvqmarH2dyF+JZYm1szudxkrM2sOf70OMuuLtMGmFtC/cVgbgP3DsLxWZphJxsLfm9cAJ0ONpxxZ9eVp3E3eSGEECa2bFG77XQ6WLECkiTRjk85NoW99/Zia2HL2vprTVeR//672rpnY6NWg9jYxNnchfimNG+uOlMaDOrYy0szXD9XfdoVbIcRIy23tMQ7yFsz3rMnfP89BAWpt4dqd/nFC5KUEkIkWtP+uckldx+cbCyY3DA/ev07j/iMRtjeE3wfg3NmqDpB816j0civR3/FI9CD9I7pGVJsSNxOXohvTOYkmRlUTBUzn3luJpdeXNIGJMsKVV8/zts7Cp5e1AwXz+RCp7KZARi4+TIevsGxPmchhBCmnjyBDh3Ucb9+UL68dvz80/MM2afui6b9MI3sybJrA06fftuib/p0yJUrdicsxLdu5kzInh0eP1aVyyMViJpWdRpZnbPi7utOp+2dML4zrterZn7OznDuHIwYEcdzjwFJSgkhEqVT97zfdPMaXy8vKZ0iPaG7sAau/QV6c6i/CKzsNcMbbmxg36N9mOvNmVR2ErYWtnE1dSG+WXWz1KVqhqqEG8Ppf6g//qH+2oDCbSBHDTD811wgUDPcu3I2cqdy5FVgGH03XsRgiMdVO4UQIgEyGNTPxF5eULAgjB6tHQ8MC6TZ5maEGcKom6Mu7Qu11wb4+kLTphAermpItY80LoQwZW//tjPltm0wZ4522NKe1fVWY643549rf7DswjLNeKpUb2tKTZgAhw/H0bxjSJJSQohExzc4jF7rL2A0QoPCafgxb0ptgPdd2NlfHVcYAqkLaYZvvrzJpNOTAOhduDe5XOQJnxAxodPpGFZiGKnsUvHY/zFjTo6JHAC1ZoJDSvC8Cf8brBm2NNczvUkBrMz1HL7lybJj9+Nu8kIIIZg1S+26s7aG1avVz8jv6ru7L9c9r5PKIRULay5Ep4u0Cr1LF7hzB9KnhwULtIWohBDRK1AAJqmfP+jTBy5f1gwXSV2E0RVUlrjbzm7c8rqlGW/QQO0CNBpVfwEfnziYcwx90aTUy5cvadOmDSNGjKB79+4EB394af2DBw9o2bIlv/76K4MHD9YsNRNCiNgw/K+rPH4VRFpnG4bXjJRQigiDTR0g1B/Sl4JSPTTDQeFB9D/Yn1BDKGVSl6FFzhZxOHMhvn2Olo5MLDsRM50Zf9/9m213tmkDbJ2h7jxAB2eXwvUdmuEsyR0YWj0nABN2XefGM784mnns+JR7J4CWLVuSJk2aNx/16tWL5ZkKIRK7K1eg/+tndpMnQ86c2vHtN7cz98xcAJbVXoaLrYs2YOVKlckyM1NtwSIXohJCvF/37vDjjxASolYcBgVphvuV7Ef5DOUJCAugxZYWhEWEacZnzIBMmeDBA+jaNS4n/n5fNCnVp08fmjRpwogRI6hQoQKjI6/njELbtm0ZPHgwo0aNwtXVlUWLFn3JKQkhhMbWi0/Ycv4xeh1Ma1wAB2sLbcCh3+DxGbBygrrzQW+mGZ5yZgp3fO6QzCYZo0uN1j4BFELESIHkBeicvzMAY06M4aHvQ21ApvJQ8vXd0tau4OehGW5RPD0VsrsSGm6gx7rzhIRHxMGsY8en3DsBlChRAnd39zcfmzdvjuWZCiESs5AQVSQ5JASqVVMLnt71zP8Zbf9qC0Dv4r2pnLmyNuD2bfjlF3U8fDiULBkHsxYigdHpYOlScHODq1fViql3mOnNWFl3JUmsk3Dq8SlGHRylGXdwgFWrVJ2pVavUjsD44Islpfz9/fnnn3+oUqUKAFWrVmXp0qUYDIZo33Pnzh1evnxJztdp9po1azJ37txo40NCQvD19dV8xBaj0cif5x/zy+pzUrNCiATiyasghm5RS127VshC4fTO2oCHJ1RSCqDmVEiSVjO87+E+1t9YD8DY0mNxsYn0BFAIEWMd8nagsFthAsMDGXBogMnTPCoOgxR5IdAL/uqiKeqp0+mY1CA/LnaWXH/mx+T/3Yjj2X8Zn3Lv9B9zc/MYf524vH8C8PCAWrXg0KFY/TJCiDg0dChcugTJksGSJdpdd0ajkZ/++okXgS/I55aPcZXGad8cFgbNmoG/P5QtC4O1W7OFEB8heXLV8hJg7lz480/NcBrHNMyvoQpIjTsyjiMPj2jGS5RQ/54BOneGh5GeC34NXywpdfHiRbJnz45er05pY2ODo6Mjd+/ejfY9J06coHDhwm9eZ8mShZs3bxISEhJl/Pjx43FycnrzkTZt2ijjvgQP3xAGbr7E35efSs0KIRIAg8FInw0X8Q0OJ3/aJHSrlFUbEOwLmzuA0QD5m0Ke+prh54HPGX5sOABtcrehZCp5wifE5zDTmzGhzAQcLR254nWFWRdmaQPMraDeIjC3htv/wKkFmmFXBysm1s8HwMLD9/j3aewmWmLDp9w7/ScgIIDevXvTuXNn6tevz/Pnz6ONjcv7J4Bx41Qd1lat4lfNCiHEp9m3D6ZMUceLF0OKFNrxWadmsev2LqzNrVlTbw1W5lbagOHDVce9JEnU8gwz7Sp0IcRHqlIF+vZVx+3agbu7ZrhR7ka0yt8Kg9FAyy0t8QnWfjMeOhSKFVPfo3v3jqtJR++LJaWePn2Ki4t21UDSpEnfe5MU1XscHBzw8vKKMn7QoEH4+Pi8+Xj06NHnTzwaKZysGfJjwqlZIURit+jIXY7f9cLGwoxpjQtgYRbpv78d/eDVQ0iSDqpN0gwZjAYGHxnMq5BX5HTOSfeC3eNw5kIkXCnsUjCy5EgAllxZwomnJ7QByXNA5dfb2XYPg+f/aoa/z+VGx7KZ+L1RfnKkcIiLKX+S7du3M3DgQJOPffv2ffS903/OnTvHuHHjmDdvHj/99BMDBw6MNjYu758AxoyJnzUrhBAf7+VLlWA2GqFjR7UK8l1Xn1+l355+APxW+TdyJ8+tDThwQLX7Ali4EGI5KS5EojF2LBQuDN7e6h9phLaUwcxqM8mYJCP3X92n285umjELC5Ufrl9fNS/42r5YUio0NNSkSLnBYMDa2vqLvcfKygpHR0fNR2xKSDUrhEjMrj3x5bfX23t+rZmLjMnstAFXNsGldaDTQ72FYK39v2X51eWcfHoSG3MbJpadiIVZpDpUQohP9n3676mfVa1MHHJ4CK+CX2kDinaALJUhIgQ2tYdw7WrqwT/mpF6hNPG6vluNGjWYMGGCyUfmzJk/+t7pPytXrnwT9+OPP3LoPXvl4vr+Kb7WrBBCfByjUW3vefwYsmaF33/XjoeEh9B8c3NCIkKolqUavxT5RRvg7Q0tWqgTtWun2n8JIb4MS0vVMMDWFvbvV90H3uFo5cjKuivR6/SsvLSSdVe034yzZIE//jBd+fg1fLGklJubG97e3prPvXr1ihTvucqo3hMUFISzs3M074hbCaVmhRCJWXBYBD3XnycswkjlXG40KRLpCZ2PO2zvpY7L9IV0xTXDV72uMuPcDAAGFBlARqeMcTFtIRKV/kX6k8ExA8+DnjPi+Ahtokang9qzwdYFPK7A3lHRn+gb8yn3Tv/x9PR8c6zX6+Nd9+L4WLNCCPFxVq2CDRvUbrvVq8Eu0jO9ofuGctHjIslsk7Gk9hLtwwGjETp0UBmtbNlg2rQ4nbsQiUK2bKqlHqhvumfPaoZLpSvFkDJDAOi8vTMPfeLnN+MvlpQqVKgQV69efXNTFBAQgMFgIGXKlNG+p2jRopw/f/7N65s3b1KgQIEvNaUvInLNiqO3PT/wDiFEfDJh53VueviTzN6KCfXyam+YDAbY0hmCfSB1YSjXX/PewLBABh4aSLgxnMrpK1Mvq7RcFyI22FrYMrHsRMz15ux9uJfNtyJ1knNwU4kpgOOz4O6BOJ9jbPiUeyeAa9euUbRo0TevjUYjNjY2sTrXT/FuzYrWrdV/uUKIb8P9+2+b5Y0YAUWKaMf33dvHlOOq0NTiWotJYR8pmb54MWzerPYJrVkD9vaxPmchEqW2bdU+vPBw1VAgIEAzPKzsMIqmLopPiA+ttrQiwhD/dn99saRU0qRJqVixIvv37wdg586dtGrVCqPRSNOmTTkbKWsHkDdvXmxtbbl9+zYAW7dupUOHDl9qSl/M97ncaFYsHQB9NlzkVWDoV56RECImDt588aZRweSG+XCxj1R48/hMuH8YLOzUtr1I2/ImnZ7Efd/7JLdNzvASw+P19iAhvnW5XHLRraCqeTDx9ETu+9zXBmSvBoV/UsdbfoZA7Qqjb1F09046nQ6DwRDt/ZOrqyvffffdm9f79++nRo0acTbvmPqvZoWdnSor81+hZCFE/BYRAS1bgp8flCoFgwZpx72DvGm1pRVGjHQs1JFa2SMVmrp5E3r0UMf/1b0RQsQOnQ4WLIDUqdW/vV69NMMWZhasrrcaOws7Dj44+CaZHJ98saQUwKxZs1i7di2jR4/m4MGD9O/fn9DQUE6ePIl7pIrw/1m1ahXjxo1j5MiReHt706JFiy85pS9maPWcZEpmxzPfYIZsuRLvlskLIbS8/EPou/EiAK1LpKd89uTagKcXYe/rAspVx4NLZs3w3gd72XRrEzp0jC89Hicrp7iYthCJWpvcbSiWohhB4UEMODyAsIgwbcAPY8ElC/g9ge091faQb1xU907Ae++fXF1d6dSpEzNmzGDOnDns2rWLX3/9Na6nHiNZssD06ep4yBB4Z4G8ECKemjABjhxR9eFWrtQ2yzMajXTe3pnHfo/J6pyV33+IVGgqLAyaN4fAQKhYEfr0idvJC5EYOTurf6w6nWoosGWLZjiLcxamV1XfjIfuG8r5p/Hrm7HO+A1nV3x9fXFycsLHxyfWi3YCXHJ/Rb05xwg3GJnSMD/1C6eJ9a8phPh4RqORjivPsueaB1mT27OtW2msLd65owoLgvnlwPMGZK8OTVar/8Rfex74nPpb6/Mq5BU/5fmJ3oXjQa9UIRIJjwAP6m+rj0+ID+3ytKNn4Z7agMfnYHFlMIRDnblQoFmszieu7zXiQlxfk9EI9erBn39Czpyq5EU83G0ohABOn4aSJdVOoOXLVVOvd624uILWf7bGXG/OsbbHKJI60r6+IUNg3DhImhQuXYI08vOSEHFm4ECYOFElqS5dUqunXjMajdTbUI8/r/9JzmQ5OdPxDLYWtrE6nZjeb3zRlVIJXb40Sej5fVYAhm+9ykOvwK88IyFEVNadfsSeax5YmOmY1qSANiEFsGe4SkjZu0GtmZqElMFoYOiRobwKeUVO55x0K9ANIUTccbNzY2SJkQAsubKE089OawNSF4Lyr/eS7OgH3vfieIbiY/334DZFCvj3X+jf/8PvEULEPX9/tcgpPBwaNVJb+N517+U9uu7oCsCIciNME1KHDsH48ep44UJJSAkR10aNUttlvb1NijnqdDoW1lxICvsU/Ov5LwP2DPiKE9WSpNRH+rl8FopkSIp/SDg9158nPEKqdgoRn9zzDGDUtmsA9PshO7lTRdp2d+sfODVfHdeZA3YumuFV11Zx/OlxrM2smVB2AhaR6kwJIWJfpfSVqJ+1PkaMDD4yGJ8QH21A6V6QrgSE+qtmBRHhX2eiIsaSJYNly9TxrFmwY8dXnY4QIgp9+sCtWyqXNG+e5pkd4YZwWm5piV+oH6XSlmJg6YHaN796BS1aqKWR/xVeFkLELUtL1VjA1hb27jXpepnMNhnLai8DYNbpWey8tTPu5xgFSUq9z+296insOzsczfQ6pjYugIOVOecevmL2/jtfcYJCiHeFRRjoue48QWERlMzsQvvSmbQBAZ7wVxd1XLQTZPleM3zD+wbTzk0DoF+RfmRyivR+IUSc6V+kP+kc0vEs4BljTozR1nLUm0Hd+WDpAI9OwJGpX2+iwoRfiB8dtnYwqVnxww9vax//9BM8f/4VJieEiNJff6layTodrFihdt+9a+KRiRx9dBQHSwdW1l2JmV5TaAp+/hkePdIWkhNCxL1s2WDq6/uiQYPg4kXN8A9ZfqB70e4A/PTXT7wIeBHXMzQhSano+D6BNY3h1AK4uFYzlCapLaPr5AFgxr5bnHv48mvMUAgRyfR/bnHR3QdHa3OmNMqPXv/OIz6jEbb1AH8PcM0BlUdq3hscHszAwwMJM4RRPm15GmZrGMezF0K8y9bClgllJmCmM2PX/V1sv7tdG5A0PVSfrI4PjAePa3E/SRGlQXsHsej8Ippvbk5gmLbUwYQJkCePSki1a5cgatUL8c17+lT9ewS1WqpCBe346cenGXFwBACzfpxFxqQZtQGrV8O6daoi+qpVYG8f+5MWQkSvQweoXRtCQ6FZMwgK0gxP+H4CuV1z4xHgQfdd3b/SJN+SpFR0HFNB+dfLUqOoWVGnYGpq5U9FhMFIr/UX8A+RrQNCfE0n73ox+8BtAMbXy0dKp0hVdM+tgOvbQW8B9RaChXZ82rlp3H51GxdrF0aWHInu3TXrQoivIq9rXn7O/zMAY0+Oxd0vUie6fI0hf1OVZHbN8RVmKKIyovwIUtqnjLJmhbW1+vnV0hK2b4f587/SJIUQgCo506YNeHlBwYIwZox2PCA0gBZbWhBuCKdR7ka0zBep0NT9+/DLL+p4+HAoViwupi2EeJ93izleuwYDtN+LbSxsWF1vNaXTlWZU+VFfaZJvSVLqfT5Qs2J0nTykTmLDA69ARm69+pUmKYTwCQqj94aLGI3QoHAaqudLqQ3wugO7XieZKw2DlPk0w0cfH2X1v6sBGFN6DM7WznExbSFEDLTP256CyQsSEBbA4CODCTe8871Yp1Md+Ep2A73c0sQXyWyTsbT2UiDqmhX58qkVUwC9e8P163E9QyHEf2bMgN273yaMray043129+Gm101SO6RmbvW52od2ERGqGrqvL5QqBYMHx+3khRDRc3WFpep7MTNnwq5dmuH8KfJzqM0hsrpk/QqT05I7uPf5r2aFlWOUNSucbCyY0ig/Oh1sPOvOjstPv9JEhUjcfv3rCo9fBZHO2ZYRtXJrByPCYHNHCAuEDGWghLabnnewN0OPDgWgWY5mlE5dOq6mLYSIATO9GeNKj8POwo7zz8+z+PJibYCsaoyXPlSzokcP+P57taOgWTO1w0AIEbcuXXq7gOL33yFnTu34thvbmH9WLWdcUXcFzjaRHtpNmABHjoCDA6xcqbbvCSHij6pVodvrn33atIEX2u/F8WVniCSlPiRpevjxnZoV7mc1w8UzufBzucwADNp8mSevgiKfQQgRi/48/5i/LjzBTK9jWpMC2FuZawMO/QaPz4CVE9Sdp1lNYTQaGXFsBJ5BnmR2ykyvwr3iePZCiJhI45CGIcWGADD34lwuv7j8lWckYuLdmhUdtnXQFKvX62H5cnB2hvPnYejQrzhRIRKhoCBo3lwlhGvUgM6dteMe/h6026oKTfUu3puKGStqA06fhhEj1PGsWZAxUp0pIUT8MHEi5M4NHh7Qvn28LOYoSamYyNcIctcDYwRs7gAh/prhnt9nI18ap9dbiC4QYYh/f9BCJESPvAMZ9ucVAHpUykqhdJFaxTw8qZJSADV+B6c0muFNtzax/9F+zPXmTCg7AWtz67iYthDiE9TIVIOqGaoSYYxg4OGBJgW0RfzzX80KSzNL/rrxF4vOLdKMp0oFi18vfPvtN9W9WggRNwYOhCtXwM1N/TvUaXrDGGm7tS0vAl+Qzy0f4yqN077Z319ltMLDoVEjtYVPCBE/2di8Lea4dauqNRXPSFIqJnQ69QOtY2rwvgP/0+6XtjTXM71JQWwtzThx15sFh+5+pYkKkXiERxjotf4CfiHhfJc+KV3KZ9YGBPuqJLLRoIoh522gGX7g+4BJpycB0KNgD3I4S5FkIeIznU7H0OJDcbN146Hfwzf/fkX8lj9FfsZWHAtAz//15JbXLc14nTrQsaM6btVKFVsWQsSunTtVLSmAZcsgeXLt+JzTc9hxawdWZlasqbcGK/PIhab6wK1bkCYNzJsn26iFiO/y54dxr5PLvXrBzZtfdz6RSFIqpmySqq0/6ODccrj+t2Y4YzI7RtRUtWym7L7BJfdXcT9HIRKRWftvc+bBS+ytzJnauADmZpH+O9s5AF49AKd08ONvmqEwQxgDDw0kKDyIoimK0ip3qzicuRDiUzlZOTGu9Dh06Nh0axP7Hu772lMSMdC7RG8qZKhAYFggzTc3JywiTDP++++QPTs8eaK6WMfDnQVCJBgeHqq0DKhSM1WrasevvbhG3z19AZhUeRK5k0eq1bl1KyxYoBJRK1ZA0kir1IUQ8VOvXlCxIgQGQosWEBb24ffEEUlKfYyMZaFkV3W8tRv4eWiGG36Xhmp5UhBuMNJj3QUCQsKjOIkQ4nOdue/NjL3qafvYunlI62yrDbi6BS6uAZ0e6i0AayfN8PyL87nidQUHSwfGlh6LXif/FQrxrSiasihtcrcBeFMTTsRvep2eFXVXkMQ6CaefnGbUQW37aTs7WLMGLCxgyxZYtCiaEwkhPovRCD/9BM+fQ548MCnSgtPQiFCab25OcHgwP2T+gW5Ftc1hePYM2qk6U/TpAxUqxM3EhRCf779ijkmSqJpwo0Z98C1xRX4S+1gVh0GKvBDoBX910TzO0+l0jK+Xl5RO1tzzDGDUtmtfcaJCJEy+wWH0WHcBgxHqFUxN7QKptQE+j2FbT3VcujekL6EZPv/8PAsvq73Uv5b4lRR2KeJg1kKIL6lrwa7kcM7By5CXDD06VFNAW8RPaRzTML+G6uI17sg4jjw8ohkvVAjGql1+9OwJN27E8QSFSARmzlRb96ytYe1a9eu7hu0bxoVnF0hmm4yltZdqO3P9l9Hy9FRbgcaMidvJCyE+X5o0MF99L2bcODh69OvO5zVJSr3HVa+rzLs4T/tJcyuotwjMreH2P3BqgWY4ia0lUxrlR6eD9WcesePy0zicsRAJm9FoZMiWKzx+FUQ6Z1tG1o60pNxggD9/huBXkKoglB+oGfYP9WfQ4UEYjAZqZqpJ1QyR1qwLIb4JlmaWTCgzASszK44+Psra62u/9pTEu0JDVTu9SDUrGuVuRKv8rTAYDbTc0hKfYB/NeJ8+b3cWNG0KISFxOWkhErZLl6BfP3U8ebJaKfWuA/cP8NsxVe5gYc2FpHRIqQ2YMwd27VKZrNWrwSpSnSkhxLehUSNVxNFgUNv4fH2/9owkKRUdjwAPWu5oyewLs01rViTPAZVHq+Pdw8BDuyKqZOZkdC6nii4P3HSJx6+C4mLKQiR4m889ZtvFJ5jpdUxrUgAHawttwInZcO8gWNiq5LGZdnz8qfE89n9MavvUDC6mbVgghPi2ZE6SmV6FewHw+9nfuesjTUbijT591LKnKGpWzKw2k4xJMnL/1X267uyqGdPrVYkaFxc4fx4Gy3/TQnwRQUEq0RsaCjVqQJcu2vGXQS9puaUlRoy0L9ieOjnqaAOuXYO+qs4Ukyap9vJCiG/XzJmQIQPcv6+WJ39lkpSKhpudGy1ytgCiqVlRtANkrQIRIarDV7j2cV7vytnInzYJvsHh9Fx3nvAIQ1xNXYgE6YFXAL/+dQWAXt9npVC6SIU1n16Cf0aq46rjIVkWzfD/7v+PrXe2otfpGVt6LPaW9nExbSFELGqWoxllUpehWY5mpLFP87WnI/4zYEC0NSscrRxZVW8Vep2eVZdWse7KOs146tSqPT2oAui7dsXRnIVIwPr2VXmlFClgyRJtszyj0Uin7Z1w93Unq3NWpladqn1zaCg0bw7BwfDDD/DLL3E7eSHEl+foCCtXQo4c0Lnz156NJKXe5701K3Q6qD0bbJOBxxXYq73psjDTM6NJAeytzDl9/yWz9t+O49kLkXCERRjovu4CAaERFM3ozM/ltQknQgNhU3swhEGOGlCotWbYI8CDUcfVv9F2edpR2K1wXE1dCBGLdDodMyvOpPd3vbE0s/za0xH/+UDNipJpSzK0zFAAOm/vzEOfh5rx2rXfruRo3Vp1CxNCfJqtW9XOO1ArEV1dteMrLq5g47WNmOvNWV1vtelDu19/hQsX1BLGJUvUkkYhxLevdGm4cgWKFv3aM5Gk1Pt8sGaFfXKVmAI4PgvuaLf5pXexY0wdtWF7xt5bnL7vHRfTFiLBmbL7JhcfvcLR2pypjQtgptdpA/YMA88bYJ8Cas7QPAI0GA0MPToU31Bfcrnk4uf8P8fx7IUQsclMb/a1pyCi8oGaFcPKDaNY6mL4hPjQcktLIgwRmvH/at48f67a1xtkwbkQH83dXdUmB7WrtnJl7fgd7ztvttGOKj+KIqmLaAMOHnzbom/hQkiVKpZnLISIU2bx4x5KklIfELlmxZ1Xd7QB2avCd69bo275GQK8NMN1CqamXsHUGIzQc90FfAK1tRWEEO93+NYL5h1U/+4mNchH6iQ22oAbu+D06/7hdeeCnYtmeOW1lZx4egJrM2smlJmARaQ6U0IIIWLJuzUrunfXDL27KuPQg0NMPDpRM25jA+vWqZrKu3bB9OlxN20hEoKICJUP9vaGwoXVosV3hUWE0Xxzc/xD/Smbviz9S/XXBrx8CS1bqq57bdtC3bpxN3khRKIiSakYaJajGaVSlyIkIoSBhwcSFhEpsVRlDCTLDv7PYGs39Z/3O0bVyUN6F1sevwpi8JbL0rpaiBjy9A+h94aLADQvlo6qeSJ1gvHzgL9e1zYo0RUyV9QM3/C+wfRz6ieZfkX6kdEpY6zPWQghxGv/1azQ62H5cti4UTOc2TkzM6vNBGD4geGcenxKM547t6orBapM1fnzcTJrIRKE8ePVQid7e1i7Fiwj7XAec2gMJx+fxMnKiZV1V5quOv3lF3j0CDJnlqywECJWSVIqBnQ6HaNLjiapVVKue19n5oWZ2gBLW6i/CPQWcONvOLtUM2xvZc6MJgUx1+v4+/JT1p1+FIezF+LbZDAY6bvxIi/8QsjmZs+wGrkiB8BfXSDQE9zyQKVfNcNvksiGMMqnKU/DbA3jcPZCCCEAVbNi0CB13KmT2k/0jtb5W9ModyPCDeFvVm28q3NnqFNHNfFr3Bj8/OJo3kJ8w44ehREj1PGcOZA1a6Txh0cZc3gMAPNqzCOdUzptwOrVKpNlZqaO7aU5jBAi9khSKoZcbV0ZXnI4AMuuLOPUU+3TPFLmg+/VOLsGw4sbmuH8aZPQ74fsAIzYepWbHnJXJcT7LDl6jwM3XmBlrmdm00JYW0R6gndqPtz+B8ytVVLY3EozPO3sNG6/uo2ztTMjSo5Ap4tUh0oIIUTcGD4cvvtObQeKVCBKp9Mxr/o80jqm5bb3bbrv1G7z0+lg0SJVO/3WLejaNY7nLsQ35uVLaNbs7fa9li2146+CX9F8c3MMRgMt87WkSZ4m2oD79992Gvj1VyhWLE7mLYRIvCQp9REqpatE/az1MWJk8JHB+IT4aAOK/wKZKkB4EGxqB+EhmuEOZTJRNpsrIeEGuq45R3CYtqinEEK58tiHibuuAzC0Ri6yp3DQBjy7Anter4yqMgaS59QMH3t8jFX/rgJgdKnRuNho60wJIYSIQxYWarWFrS3s3QtTtS3nk9okZWXdlejQsfTCUjZe1W7zc3GBNWvULsAVK9SOQCGEKaMROnSAhw/VrrvZsyOPG/n575954POATEkzMevHWdqAiAjVoMDXF0qUgMGD427yQohES5JSH6l/kf6kc0iHR6AHY06M0daH0uuhzlywcYZnl2HfaM179XodUxrmJ5m9FTc9/Bm1/Vocz16I+M8/JJyua84RFmHkh9xutCgWaUl52Oukb0QoZKsGRdprhl8Gv2ToUdVqvHH2xpRNUzaupi6EECI62bK9TUYNHgwXL2qGy2Uox6DSaptfx+0deeSjLXVQpoxacAXw889w82asz1iIb86CBbBpE5ibq913jo7a8ZWXVrLuyjrMdGasqbcGR6tIAZMmweHDarveqlXqREIIEcskKfWRbC1smVBmAmY6M3bd38X2u9u1AY4pofbrpw7HZsKdfZphVwcrpjUugE4Ha04+5O9LT+No5kLEf0ajkcGbL3PfK5BUTtZMrJ/PdNvd7qHw4jrYu6l/a++MG41GRh4fyYugF2R0ykif7/rE8RUIIYSIVocOULs2hIaq/UVBQZrhEeVHUCRVEV4Fv6LllpZEGLQryocMgXLlICAAmjSBEO2CdCEStUuXoEcPdTx+PBQpoh2/432HX3ao5jAjy4+kWJpI2/LOnlXb9UB1zsyUKZZnLIQQiiSlPkFe17z8nP9nAMaeHIu7n7ZoJzmqw3dt1fGWzhDgqRkunTUZP5fLDMDAzZd45B0Y63MW4luw4cwjtl58gplex4ymBUliG6lVzPUdcHqROq47D+ySaYa33N7C3od7MdebM7HMRGzMbeJo5kIIIT5Ip4OFCyFFCrh2TbXUe4eFmQVr6q/B3tKegw8OMv7IeM34fzWXXVxUJ75Ibxci0fL3h0aNVKL2xx+hd2/teFhEGM02N8M/1J+y6csysPRAbUBAgEoUh4dDgwbQunXcTV4IkehJUuoTtc/bnoLJCxIQFsCgw4MIN4RrA6qMBdcc4O8Bf3ZRm7zf0atyNgqlS4JfcDjd1p4nNNyAEInZTQ8/hm+9CkCfKtn4LoOzNsD3KfylnvBRoitkrqgZvu9znwmnJgDQvWB3crpo60wJIYSIB1xdYenrLsUzZ8LOnZrhLM5ZmP2jKoQz4sAIjj86rhlPnRqWL1fH06fD1q2xPmMh4r2uXeHGDUiVSv370Ef6CW/EgRGcenyKJNZJWFV3FWb6SM1jevdWe2JTp4b58zWr0IUQIrZJUuoTmenNGFd6HHYWdlx4cYFFlxdpAyxtocESMLOCW/+Dk/M1wxZmemY0LYijtTkXHr3it/9dj8PZCxG/BIVG8MvqcwSHGSiTNRmdy2bWBhgM8GdnCPKGFPmg0q+a4TBDGAMPDyQoPIhiKYrROrc84RNCiHiralXo1k0d//QTPH+uGW6ZryXN8jYjwhhBs83N8AnWNpapXh169VLHbdrAgwdxMGch4qnly98motauhWTaReQcuH/gzarDhTUXktYprTbgzz9VMSqdTnURcI70UFAIIWKZJKU+QxqHNAwpNgSAeRfncfGFtmgnbrlVZzCAPcNU8fN335/Ult8a5gdg4eF77LnmEetzFiI+GrH1Kree++PqYMXUxgXQ6yM9oTs2He4eAAtbqL8YzK00w3MvzOWq11UcLR0ZU3oMep381yaEEPHaxImQOzd4eEC7dpoV5TqdjrnV55IxSUbuv7pP5787axvLABMmqJo5L19C48aqTJUQic3169ClizoeORLKRurt4hnoSfPNzTFipG2BtjTI1UAb8OQJtH/dMKZfP6hQIfYnLYQQkchPbp+pRqYaVMtQjQhjBAMPDSQgLEAbULSD6hAWEQp/tIVQbf2oH3KnoG2pjAD03XgR95dSX0okLn9deMz6M4/Q6WB6kwIks9cmnHA/A/teJ3erTQLXbJrhM8/OvFmpOLzEcFLYpYiLaQshhPgcNjawZg1YWsL27TBvnmbY0cqRNfXXYKYzY92VdSy/uFwzbmkJ69dDkiRw8qR0rheJT1CQqiMVGAiVKsGgQdpxo9FIu63teOL3hOwu2ZlRbYY2wGBQSw29vKBgQRit7RouhBBxRZJSn0mn0zG0xFBS2qXE3d+dcSfHRQ6A2rPBPgV43oT/DTI5x8BqOcifxgmfoDC6rpH6UiLxuP3cn0Gb1QrC7hWzUjJzpDXnwT4qmWsIh9z1oGALzbBvqC+DjgzCiJE6WepQJUOVuJq6EEKIz5Uvn1oxBaqmzbVrmuHiaYozqsIoALru6MpNr5ua8YwZ35anmjJF6kuJxKV7d7h8GZInh1WrVCOAd80+PZutN7ZiaWbJugbrsLO00wZMnw579qgE8erVKtMrhBBfgSSlvgBHS0fGlxmPXqdn652t7Lq3Sxtg5wL15gM6OLsMrm7RDFua65nVrJDUlxKJSlBoBF1WnyUwNIISmVzoXimrNsBohO294NUDSJIOak7TFN40Go2MOT6GZwHPSOuQloFFI3WSEUIIEf917w5VqkBwsOr+FRKiGR5QagDlM5QnICyAJn80ISRcO16nDvTsqY6lvpRILFasgEWL1G3RmjWqoeW7Lj67SN/dfQH4rfJvFEhRQBtw6RIMfH3f9PvvkFOawwghvh5JSn0hhd0K0z6v2pM96vgonvg/0QZkKg+lX1fl3NoDXt7XDKd1lvpSIvEwGo0M/fMKNz1UHanpTQtgFrmO1IU1cGUT6Myg/hKwdtIMb7u7jZ33d2KmM2NCmQnYWUR6AiiEECL+0+th2TJVnfniRZM9SGZ6M1bVXYWLjQvnn51nwD8DTE4xcaLUlxKJx9Wr8PPP6njECLV1710BoQE02dSEkIgQamSrQbei3bQBgYHQtKn6h1KzJnTqFCfzFkKI6EhS6gvqnL8z+ZLlwy/Mj0GHBxFhiNAGVBgMaYpCiA/80Q4iwjTD79aX6rPhAo+8pb6USJg2nnFn0zl39DqY0aQgyR2stQGet2CHesJHxSGQtohm+KHvQ8aeGAtAlwJdyOeaLy6mLYQQIjakTPl2H97UqbB7t2Y4tWNqltdRNaWmn5zO1hvafXqR60sNMM1bCZEg+PtDgwYqr1S5MgwZYhrTc1dPrnteJ6V9SpbWXopOF+mhX9++aqtsihSweLFmFboQQnwNkpT6giz0FkwoMwFbc1vOPT/3pvjyG2YWUH+RWvHx+J3ize8YWC0H+dMmwTc4nJ9XnyU4LMIkRohv2b9PfRn21xUA+lTJTonMLtqAsGD44ycIC4SMZaFUT+2wIYyBhwcSGB5IYbfCtMvTLo5mLoQQItbUqPG2jVjr1vDihWa4erbq9CquVpz/9NdPuPu6a8YzZlQLrgCmTYM//ojl+QoRx4xGtajp+nVInVqVgYpcR2rD1Q0sOr8IHTpW11tNMttItTq3boW5c9XxihXg6ho3kxdCiPeQpNQXltYxLYOLqRYwcy/O5eKLi9qApOmh1kx1fHQa3N6rGbY01zOneSGS2lpw5bEvo7Zri34K8S3zCw6jy+pzhIQbKJ/dlZ/LZTYN2j0Unl0GWxeouwD02juuuRfmctnzMg6WDkwoMwGzSONCCCG+Ub/9pmrbPHsGbduqn8LfMb7SeAqlLIR3kDfNNzc3WZFeu7bqag/q7Te1ddGF+KYtWKDqR5mZwbp1pvmkO953aL9VlRIZXGYwFTJW0AY8eaL+YQD06aOWWgkhRDwgSalYUCtzLaplqEaEMYIBhwbgF+qnDchVG757/U1hSyfw09aPSp3EhmlNCqrihScfsvmc9mmgEN8io9HIwE2XuecZQCona6Y2KoA+ch2pa1vh9EJ1XHcBOKbUDJ9+dvrNCsQRJUaQwi5SZU8hhBDfLltbWLtW7cfbvh1mz9YMW5lbsa7+Ouwt7Tn04BBjDpmuOB83DsqWBT8/qF8fAgLiavJCxJ6zZ6FHD3U8fjyULq0dDwkPofEfjfEL9aN0utKMKD9CG2AwQKtW4OUFBQvC2LFxMm8hhIgJSUrFAp1Ox7ASw0htn5rH/o8Zc2IMxkhP+/hhHCTPBQEvYEtH9c3iHeWyudK9oupGNnjLZa4/842r6QsRKxYfucffl59iYaZjZrNCJLWL1Hr45X34q6s6LtUTsn6vGfYJ8WHQ4UEYMVIvaz2qZKgSJ/MWQggRh/LnVyumQNW+uXRJM5zVJSvzqs8DYNShURy4f0Azbm6uVpG4ucGVK6ogdORbMCG+JV5eKsEaEqLqkvfpYxoz8J+BnH16FhcbF9bWX4u53lwb8PvvsHfv28SvlVXcTF4IIWJAklKx5M3WIp0ZO+7tYNvdbdoACxtosBTMbeDuATgyxeQc3StlpUzWZASHGfh51Tn8gsNMYoT4Fpy868X4ndcBGFYjF4XTJ9UGhIfCH21VE4A0RaHiUM2w0Whk5PGReAR6kN4xPQOKSBVbIYRIsLp1g+rV1U/hTZuqqs7vaJ6vOW0KtMFgNNBsUzOeBzzXjKdMqQqfm5nBypVq25MQ36KICGjeHB48gMyZVRkofaSf3rbe2Mq0k9MAWFZnGWkc02gDzp6Fwaq0CNOmQfbssT5vIYT4GJKUikUFkhfg5/yqZ+vYE2N56PtQG5A8B1R/nYzaPw7uH9EMm+l1TG9SkFRO1tzzDKD/H5dMV1wJEc95+Abzy5rzRBiM1C2YmpbF05sG7RsFj8+qJgANFqumAO/449Yf7HmwB3O9ORPLTMTWwjaOZi+EECLO6XSqG1+KFKpLWBRLQ2ZVm0XOZDl56v+UFptbYDBGWnFeTm3lA+jeHc6ciYuJC/FljRoF//sf2NjA5s2qw+S7Hvo8pM2fbQDoXbw3NbLV0Ab4+UGTJhAWBvXqQfv2cTJvIYT4GJKUimXt87bnO7fvCAwPpP+h/oRFRFrtVLA55G8GRgP80Q78td1mnO0smd28EBZmOnZeecb8Q3fjcPZCfJ7QcANdVp/D0z+EHCkcGFc3r2lr4pu74djr4v+150CSdJrh2y9vM/HURAB6FupJ7mS542LqQgghviZXV7UsBGDePNiyRTNsZ2nHxoYbsTG3Yc/dPYw/PN7kFP36qeLnoaHq5/FIDf2EiNe2b1dJKVCr/fLl046HRYTRdFNTXga/pEiqIoz/3vTfAN26we3bkDYtLFyoEr5CCBHPSFIqlpnpzRhfZjyOlo5c9brKzAszTYOqT4Zk2cH/GWzuYFJfqmC6pAyvqX4Qn7TrOodvyV2V+DaM2/EvZx+8xMHanHktCmNjGalTno+7qqkGUKwz5NQ+4QsOD6bfoX6ERIRQKlUpWuZqGUczF0II8dVVrvy2nV779uCubfySO3lu5lSfA8CvB37l4P2DmnGdDpYvh2zZ4NEjtWAkPDxOZi7EZ7l7F1q+vuX55Rdo0cI0Zui+oRx7dAwnKyfWN1iPpVmkWp2rV6t/AHq9OnZ2jv2JCyHEJ5CkVBxIYZeCUSXVo46lV5Zy7PExbYClHTRa/rq+1P4o60s1L5aORt+lwWCEbmvP88g70CRGiPjkrwuPWXbsPgC/NypAhmR22oDwUNjYBoJeQqqCUHmUyTkmn5nM7Ve3cbF2YUzpMeh18l+WEEIkKmPGwHffgbe3Kq4TEaEZblOgDa3zt8ZgNNB0U1OT+lJOTmqRlb097NsHAwfG5eSF+HiBgaqw+atXULy4qlEe2dYbW5l0bBIAi2stJmPSjNqAO3egc2d1PHw4lCkTu5MWQojPID/hxZFK6SvRKFsjAAYdGYRnkKc2IHnO99aX0ul0jKqdh/xpnHgVGEbnVWcJDtPemAkRX1x57MOATapj0i8VMlM5l5tp0D8jwP20qiPVcBmYazvB7H24l/U31gMwrvQ4ktkki+VZCyGEiHcsLVW3MHt7OHRIJakimf3j7PfWl8qVC5YtU8dTpqjufELER0ajWhR44YLawbpxo/on8K77r+7T+s/WAPQs1pP6ueprA0JDVYMAf38oWxaGDImbyQshxCf6Ikmply9f0qZNG0aMGEH37t0JDg6O0ftatmxJmjRp3nzUq1fvS0wn3upXpB9ZkmTBO9ibwYcHm9w0mdSX8vPQDFtbmDG3RWFc7Cy5+sSXwZsvS+FzEe94+YfQaeVZgsMMlM/uSu/KUXR5ubYVTsxWx3XmQdIMmuFnAc/49eivAPyU+ydKpi4Zy7MWQoiv4+7du8ybN4/06aNoAvEeDx48oGXLlvz6668MHjw4Yd8PZMmi6kqBKrJzULtNL3J9qbGHxpqcon79t6uk2rWDS5die9JCfLwpU1QO1twc/vgD0kRqpBcSHkLDjQ15FfyKYqmLMbHyRNOTDB0Kp09D0qSwapVqQymEEPHYF0lK9enThyZNmjBixAgqVKjA6NGjY/S+EiVK4O7u/uZj8+bNX2I68Za1uTWTy03G2sya40+Ps/TKUtOg6pPBNYeqL7WpHURoix+kSmLDzGYFMdPr2Hz+Mctfb48SIj4IizDwy5pzPH4VRMZkdkxvov6uanjfhb9+Ucclu0GOHzXD4YZwBhwagG+oL3lc8tCtYLc4mr0QQsS9TJky0blz549OKrVt25bBgwczatQoXF1dWbRoUSzNMJ5o3hzatFF1N5s3B0/tivN360sNPzCcPXf2mJxizBhVpiowEOrWhZcv42LiQsTM//4HAwao4+nT1SKnyPru7suZJ2dwtnFmQ8MNpnWk/vc/+O03dbxkiSpwLoQQ8dxnJ6X8/f35559/qFKlCgBVq1Zl6dKlGCIV646Kubn55375b07mJJkZVGwQADPPz+TC8wvaAEs7aLQCLOzg/mHYb7pMvWTmZAyqlgOA0X//y7HbniYxQnwNY//+lxN3vbGzNGNBy8I42VhoA8KCYUNrCPGFtMWh0nCTc8y9OJdzz89hZ2HHxLITsTCzMIkRQoiERq+P+S3ZnTt3ePnyJTlz5gSgZs2azJ07N7amFn/MnAnZs8Pjx/DTT2qv0zvaFGhDu4LtMGKk2eZmPPJ5pBk3M1OrUDJkUIWkGzeWwucifrh9WxXiNxjUSr6ffzaN2XB1A7NOzwJgZd2VpHPSdivmyZO31dG7dIE6dWJ30kII8YV8dlLq4sWLZM+e/c3NlI2NDY6Ojty9e/eD7w0ICKB379507tyZ+vXr8/z58/fGh4SE4Ovrq/n4FtXNUpdqGaoRYYx4syJEwzU71H7dpe/IVLix0+Qc7UpnpG7B1EQYjHRZc44HXgFxMHMhorfhzKM3hc2nNi5AVjcH06BdA+DZJbB1gQZLIFLC6cTTEyy8tBCA4SWGk84xnek5hBAikTtx4gSFCxd+8zpLlizcvHmTkJCQKOMTyv0T9vaqIJSVFWzfDjNmmITMrDaTAikK4BnoSeM/GhMaEaoZd3GBP/8EW1vYs+dtcz8hvhY/P5U/+q+w+ezZqnPku2543qD91vYADCo9iB+zaleZExGhWvS9eAH586t9gEII8Y2I8VKl7du3c+TIEZPP29nZ4eLiovlc0qRJef78OVmyZHnvOc+dO8fChQuxtrZm+/btDBw4kCVLlkQbP378eEaOHBnTKcdbOp2OYSWGcdnzMu7+7ow4NoIp5aage/c7UJ768PAknJoPWzpBx4PgnFFzjvH18nLXM4CLj17RfvkZNncpiYO1rCoRce/8w5cM3XIFgJ7fZ6VK7hRRBK2Cs8sAHdRbAE6pNcOeQZ4MPDQQI0YaZGtAtYzVYn/iQggRB6K7h6pevTplPqEr1tOnT03uvRwcHPDy8iJVqlQm8Qnl/gmAAgXUD9xdu6qMUunS8E6CzsbChk2NNlFofiGOux+n/57+TKs6TXOK/PlhxQpo0ACmTYO8eaFt2zi9CiEAtTKqTRu4ehVSpoRNm1TO9V3+of7U21APv1A/yqYvy6gKpt2KGTsW9u8HOzvYsAGsreNk/kII8SXojJ9ZGXPNmjX89ddfrF+//s3nihUrxty5cylUqFCMz2MwGMiWLRu3b9+ONiYkJETzFNDX15e0adPi4+ODo6Pjp13AV3TF8wotd7Qk3BjOkGJDaJKjiTYgPBSW/ag6lKXMD213g4X2m4yHbzC1Zh3BwzeESjmSs6DVd6Y1fISIRU99gqg16ygv/EKonMuN+S0Ko4/8d/DpRVhcBcKDocIQKNdfM2wwGui0pxMnnp4gS5IsrK2+FmtzuaESQnx9vr6+ODk5xfq9RoYMGbh//36MYseNG4ePjw8TJ74tcuzm5sa///6Ls7OzSXxCu3/CaIR69dSSp8yZ4exZcHLShGy9sZXa62oDsL7BehrlbmRympEjYcQIsLBQP8+XKhUHcxfiHb/+CqNHqw57Bw+qlVLvMhqNNN3UlPVX15PSPiXnOp0jhX2kB38HDkClSirDtXKlWjElhBDxQEzvoT57+56bmxve3t6az7169YoUKaJYKRGJ5ztFKvV6/QeLfFpZWeHo6Kj5+JblSZaHXoV7ATDp9CSueV3TBphbQsNlaqvT04uw03SNuZujNQtafoeluZ69158zefeNOJi5EEpgaDjtl5/hhV8I2d0cmNq4gGlCKtAb1rdUCamsP0CZvibnWXx5MSeensDG3EY1A5CElBBCRCuqe6+goKAoE1KQ8O6f0Olg8WJInx7u3IEOHUzqS9XKXosBpVTV6HZb23Hd87rJaYYNU6ulwsJUjuvhwziZvRAArFmjElIA8+ebJqQAZpycwfqr6zHXm7Ox4UbThNSLF9CsmUpI/fSTJKSEEN+kz05KFSpUiKtXr75JKAUEBGAwGEiZMuV733ft2jWKFi365rXRaMTGxuZzp/PNaZmrJeXTlifMEEbfg33xC/XTBjilgfqLAB2cWwFnl5ucI3/aJEyqnw+AuQfu8Of5x3Ewc5HYGQxGeq2/wNUnvrjYWbKo9XfYW5lHDoLNHeHVA0iaAerNh0jFfM95nGPWBVW4c3CxwWROkjmOrkAIIb5NRYsW5fz5829e37x5kwIFCny9CX0Nzs6wfj2Ym8PGjRBFofcxFcdQPkN5/EP9qbu+Lr4h2lpaej0sW6a28z1/DrVqQYCU6BRx4MSJt1tG+/dXW/giO/zgMH33qAd5U6pMoVS6SEv5DAZo1QqePoWcOVUjACGE+AZ9dlIqadKkVKxYkf379wOwc+dOWrVqhU6nw2Aw0LRpU86ePWvyPldXV7777rs3r/fv30+NGjU+dzrfHJ1Ox5hSY0hll4pHfo8YcWyE6YqxzBWh4lB1vKMvuJ8xOU+dgqnpXE79MN9/0yXOPvA2iRHiS5qy5wb/u+qBpZme+S0Lk9bZ1jTo0CS4vQfMraHRSrBJqhn2Dvam36F+GIwGamaqSe3MteNo9kIIEb+EhYVpvv+/7x4qb9682Nravil5sHXrVjp06BBnc403ihWDSZPUca9ecO6cZthcb866+utI7ZCa657XafNnGwxGbXdoOzv46y9wdYWLF6F5c1UzWojY8vChKmweEqISoePGmcY89XtKoz8aEW4Ip2mepnQr2s00aNIk2LVL1Y/asEH9ZRZCiG/QZyelAGbNmsXatWsZPXo0Bw8epH9/VS8mNDSUkydP4u7ubvIeV1dXOnXqxIwZM5gzZw67du3i119//RLT+eY4WTnxW7nfMNeZs/vBbtbfWG8aVKYP5KgBEaFqK5S/aafCfj9kp0ouN0LDDXRYcVY68olYs/mcO7P33wFgQv28fJchii0jt/bAgQnquMY0SJlPM2wwGhh0eBDPA5+TwTEDQ4sP1Rb7F0KIRODOnTtMmDCBJ0+e0KdPnzdJqPfdQwGsWrWKcePGMXLkSLy9vWmRWLft9OypfrIPDYVGjcDHRzPsZu/G5sabsTSzZMv1LUw4MsHkFOnTq/JUVlYqQdW/v0mIEF+Ev7/66+rhoVborV4NZmbamLCIMBr/0Zhn/s/IkzwPC2suNL0/OngQhgxRxzNnQp48cXMBQggRCz670PnXFFfFR+PK8qvLmXxmMhZ6C1b9uIpcLrm0AcG+sKgSeN6E9KWg1V9gpu22FxgaTuP5J7j82IdMrnZs+bkUTrbSkU98OWcfeNN0wUlCIwx0KZ+Z/lVzmAZ53YGFFSDYB75rBzV+NwmZd3Eesy/MxtrMmjXV15A1adY4mL0QQnychHavAQnwmry9oWBBtQSlYUO1rS/SD/GLzi2iw7YO6NCxo/kOqmapanKadeugaVN1PHcudO4cF5MXiUVEBNSvrxKfyZPD6dOQLp1pXLcd3Zh1ehaOVo6c7nCabC7ZtAEeHurv+9OnavvesmUmf9+FECI+iLNC5+LLaZWrFeXTqPpSfQ70wTdUW/sAa0dosgYsHeDBUdhjurLM1tKcRa2/I6WTNXdfBNB51VlCww0mcUJ8inueAbRffobQCAM/5Hajb5XspkEhfrCumUpIpS0GVcebhJx4eoI5F+YAMLT4UElICSGE+HSR60vNnm0S0r5QezoW6ogRI802NePuy7smMU2avC083bUr/O9/sT1xkZj06aMSUv+tyIsqIbXk/BJmnVZ1NlfWXWmakIqIUIXNnz6F3LlhzhxJSAkhvnmSlIpHdDodY0qr+lLu/u4MOzLMtL5UsqxQd546PjEHLm0wOY+bozVL2hTBztKM43e9GPrn5Q92NhTiQ7z8Q2iz9BQvA8PIn8Yp6k57BgNs6QwvroNDSmi0AsytNCEvAl8w4NAAjBipl7UetbNIHSkhhBCfqXjxt/WleveGkydNQmZUm0Gx1MV4GfySuuvrEhBqWuZgyBBo3Vr97N+wIVy5EtsTF4nBtGkwfbo6Xr486k57J9xP8PPfPwMwqvwoamWvZRo0ahTs26fqR23cKHWkhBAJgiSl4hknKyd+L/87FnoL9j3ax7Kry0yDctaAMqobB1u7weNzpiEpHZnVrBB6HWw4486cA3did+IiQQsKjaDd8jM88AokrbMNi1oXwdbS3DTw0CS4vh3MLKHxanDQti4ON4TT71A/vIO9yZY0G4OKDoqjKxBCCJHg9eyp9keFhamMkqenZtjK3Io/Gv1BcrvkXPK4RNutbU0e2ul0sGABlCsHfn5QvbpalCLEp9q0SeVJAX77DRo3No154veEeuvrERoRSr2c9RhSdohp0O7db5fyLVigOu4JIUQCIEmpeCh3stwMLDoQgOnnpnPmmWm3PSoMhmxVITwY1jUHv2emITmSM6JWbgB++98N/jgbdbFUId4nwmCkx7rzXHj0iiS2Fiz7qSiuDlamgdf/hgOvt+rVmAZpCpuEzDo/i7MeZ7GzsGNKuSlYm1vH7uSFEEIkHjodLFkCWbPCo0fQooVJK700jmnY1GgTFnoLNlzdwNjDY01OY2kJmzdDtmyqTFW1aib104WIkWPHVEdHoxF++UVt4YssJDyE+hvq89T/Kbldc7Os9jL0ukg/oj169PZEnTqpLXxCCJFASFIqnmqYrSE1MtUgwhhBv0P98AzSPu1Dbwb1FkKy7OD3RCWmwoJNztOqRAY6lc0EwIBNlzhww7RrnxDRMRqNjN5+jd3XPLA017Ow1XdkdrU3DXx+HTZ3VMfFOkPB5iYhex/uZfGVxQCMKDmCDE4ZYnHmQgghEiVHR7U0xcZGFYUaa5p0Kp2uNHOrzwVg2P5hbPl3i0mMszPs3AlubnDxItSrByEhsT57kYDcvKk67YWEQM2aavte5PJPRqORX3b8wgn3EySxTsJfTf7CwcpBGxQS8nblX8GCai+gEEIkIJKUiqd0Oh3Dig8jS5IseAZ50u9gP8IN4doga0douhask8DjM7Cth3qCEsmAqjmoWzA1EQYjXVaf4+KjV3FyDeLbt/DwXZYduw/A743yUySDs2lQoDesbQyh/pChDFQZYxLywPcBQ48MBaBFzhZUzWDa9UgIIYT4IvLmhXmv62+OGKG2PUXSrlA7uhftDkDLLS255HHJJCZTJtixA+ztVRmfNm1U6UQhPuTZM7XCzssLihSBtWvBzMw0bsbJGSw+vxi9Ts/6BuvJ7JzZNKhXL1UjLWlS+OMPsJZV5kKIhEWSUvGYrYUtv5f/HTsLO854nGHG+RmmQS6ZodFy0JnBpXVwbKZJiF6vY2L9fJTJmozA0AjaLjvNfU/T4p5CvGvjmUeM23EdgME/5qBGvlSmQeGhsL4lvLwPSdJDw2VgZqEJCQwLpOf+nviH+VMoeSF6f9c79icvhBAicWvVCjp2VA/rmjVT+/AimfLDFL7P9D0BYQHUWluLFwEvTGIKFVJb+czNYd066Ns3LiYvvmWvXkHVqnD3LmTMCNu2RV2PfOetnfTere6Jfqv8G1UyVzENWrEC5s5VS6xWr1aZUiGESGAkKRXPZXTKyKiSowBYemUpex7sMQ3KVB6qvq7ls+dXuGn6RNDSXM/cFoXJk9oRr4BQWi05xQs/WYcuorbnmgcDN18GoGPZTHQsG8WTO6MR/u4ND46AlSM0Ww92ySKFGBl5fCS3X90mmU0yJpebjIXewvRcQgghxJc2fToULqyWq9SvD8HaMgfmenPWN1hPFucsPPB5QP0N9QmNCDU5TeXKsGyZOp46FaZMiYO5i29SUJDasnfxotr6uWeP+jWyq8+v0viPxhiMBtoVbEev4r1Mgy5cUPWjAIYPV0uvhBAiAZKk1DegSoYqtM7VGoChR4Zy51UUnfSKdoRCrQEj/NEWPK6ahNhbmbO0TVHSOdvy0DuQ1ktO4RMUFsuzF9+aE3e9+GXNOSIMRhoUTsOgajmiDjw+G86vBJ0eGiyB5KZdYNZcX8OOezsw05kxudxkXG1dY3n2QgghxGvW1mq7k4sLnDmjKk1HKnPgbOPM1iZbcbB04PDDw3Ta3smkIx+oGtO//aaO+/aFpUvj4gLEtyQ8XHXWO3xYlTbbtQsyR/FM70XAC2qurYlfqB/l0pdjTvU56CIXm3r58m0itVo1GDYsbi5CCCG+AklKfSN6Fu5JsRTFCAwPpMf+HviF+mkDdDr4cTKkLw2hfrC6Efh5mJzH1cGK5W2LkszekmtPfflp6SkCQsJN4kTidOWxDx2WnyE03MD3Od2YUC+v6Y0SwI1dsFvViOKHcZC1sknIhecXmHx6MgB9vutDYTfTbnxCCCFErMqQQe270+tVZ775801CcrrmZH2D9eh1epZdWMaEIxOiPFWfPtD79Q709u1VvksIULXG2rdXW/WsrdWvBQqYxoWEh1BvQz3uvbpH5qSZ2dRoE5ZmlqYna9VK7f/LkAFWrVJ/f4UQIoGS/+G+EeZ6cyaVm0RKu5Q88H3A4MODMRgjVds0t4TGK8ElC/i6w9omEBpocq6MyexY2a4YjtbmnHv4io4rzxAcFmESJxKX+54BtFl6Cr+QcIpmdGZWs4KYm0XxX4THVdjUDjBC4Taq217kkAAPeh3oRbgxnKoZqtIiZ4tYn78QQggRpe+/h/Gvyxx07w7Hj5uEVMtajRlVVe3OwfsGs+HqBpMYnQ4mT1bJB4NBlarauTNWZy6+AUYj9O8Py5erYuYbNkDZslHFGen8d2eOPDyCo5Uj25puw8XWxTRw5EjYvl1ltzZvVq0ghRAiAZOk1DfE2dqZqeWnYqm35ID7AeZfMn3ah60zNNsANs7w5Bxs6Rhlq5icKR1Z3rYotpZmHL3tRbe15wmLkJYyidUj70CaLTyBp38ouVI6sqj1d1hbRNEmxvcJrG74ttPej5NN+huHRITQ60AvPIM8yZo0KyNLjox6tZUQQggRV/r1gwYNICxMbYt6+tQk5Jeiv9CjWA8AWm1pxQn3EyYxOp1q7Ne4sTpVvXpw8GCsz17EY8OHv60ztngx1KwZddzYw2NZdmEZep2eDQ02kNPVtOwBW7bAKFVLlvnzoWDB2Jm0EELEI5KU+sbkTpabocXVtqm5F+ZyyP2QaZBLZmiyBsws4d9t8M/wKM9VMF1SFrX+DktzPXuuedB340UMBtM6CiJhe/wqiKYLT/DEJ5jMrnYsb1sUR+soipGHvN4W6vsYkmWDRitMOu0ZjUbGnBjDZc/LOFo6Mr3CdGwtbOPoSoQQQoho6HRq+16uXCoh1bAhhJoWNZ9SZQo1s9UkJCKEWmtrce/lPZMYMzNYuRJq1FAlf2rWhNOn4+IiRHwzZgyMHq2Op0+H1q2jjltxcQXD9qu6ULOqzeKHLD+YBl29qrbtAfTs+fZYCCESOElKfYPqZq1L4+yNMWJkwKEB3PW5axqUvgTUnq2Oj82AM1FX5CyZORnzWhTCXK/jrwtPGLzlsiSmEhEP32CaLTyB+8sgMrjYsqZDcVwdrEwDI8JgQ2vwuAx2yaH5RrUqL5K119fy5+0/0ev0TC43mbQOaePgKoQQQogYcHBQK1EcHeHoUbWVL1JRczO9GWvqr6FgioK8CHxB9TXVeRn00uRUFhZqm1aFCuDnB1WrqmZpIvH47be39cd/+039dYrK3rt7abe1HQADSg3g5yI/mwa9fAm1a4O/P1Ss+LaqvhBCJAKSlPpGDSgygELJC+Ef5k/3fd3xCfExDcrXCMoPUsd/94YbURc+qJjDjWlNCqDXwbrTjxi0WRJTicELvxCaLjzBA69A0jrbsKZDcdwcrU0DjUbY3hPu7AULW2i2HpJmMAk7/ew0k05PAqB34d6USFUidi9ACCGE+FjZssGaNWrl1Pz5MHeuSYi9pT3bmm4jtUNq/vX8lzrr6xAcHmwSZ2MDW7dC8eLg7Q2VKsH583FxEeJrmz5d1ZECtVqqb9+o4y57XKbehnqEG8JpkqcJ4yqNMw2KiIAmTeDOHVXYfP16MDePtbkLIUR8I0mpb5SFmQW/l//9TeHzfgf7EW6IooteuQFQsAUYDbDxJ3h0Ksrz1ciXiqmNVWJq/ZlHDNx8SRJTCZiXfwjNF53g7osAUjlZs6Z9cVIlsYk6+NBvcH4V6PTQYCmkLmQS8sT/CX0O9CHCGEGNTDVolUuWnAshhIinqleHCa877HXvDvv2mYSkdkzNjuY7cLRy5NCDQ7TY3IIIg2lTGHt72LVLm5g6dy62L0B8TXPnqt11oFZKDRkSddxj38f8uOZHfEN8KZu+LMtqq3pSJgYPht27wdYW/vwTkiWLrakLIUS8JEmpb5iLjQszKs7AxtyG40+PM+XMFNMgnQ5qTIOsVSA8CNY0ghc3ozxf7QKp3ySmNpxxZ8AmSUwlRM99g2my4AQ3Pfxxc7RiTYfipHWOpu7T+dWwf6w6/nEyZK9qEhIYFki3fd14GfKSnM45GV5iuBQ2F0IIEb/16wfNm6tVKg0bqlUqkeRzy8dfTf7C0sySTf9uoseuHhiNpvdFTk7wv/+pxNTLl6rZnySmEqYZM6BLF3Xcv79qlBcVn2Afqq+pjruvOzmS5WBL4y1YmUdRHmHlSpikVpmzdCnkzx87ExdCiHhMklLfuBzOORhbWiUNVv27ii23tpgGmVlAw2WQujAEvYRV9cHXtOsMqMTUtCYF0etg41l3+m+6RIQkphKMJ6+CaLzgBLee+5PC0Zo1HYqTIZld1MHXd8DWbuq4VE8o0s4kxGA0MODwAG6+vImLtQvTK0zH2jyKLYBCCCFEfKLTwcKFUKSIWuJUqxb4+pqElc9QnpV1V6JDx+zTs5lwZEKUp3N0VImpEiVUYqpSJTh7NrYvQsSliROhh2rOSN++arFdVM/ggsKCqLWuFhc9LuJm58aOZjtwtjGtw8mxY9C+vToePBgaNYq9yQshRDwmSakEoHL6ynTJrx7bjDoxivPPoyhoYGkHzTaAc2bweQirG0BwFHWogFr5UzG9SUHM9Dr+OOtOnw0XCIswxOYliDjw0CuQRvOPc88zgDRJbdjQqQSZXe2jDr5/FDa2AWMEFGgO34+IMmzauWkceHQAS70l0ytOJ6V9ytiavhBCCPFl2dio7VIpU8K1a9CihVo5FUmj3I2YVnUaAIP3DWbZhWVRns7RUW3lK1kSXr1Sialjx2Jt9iKOGI0wfDgMHKhe//qrWtwUVUIq3BBOk01NOPTgEI5WjuxqsYuMSTOaBt6/D3XqqA6Qdeu+beEnhBCJkCSlEohO+TtROX1lwg3h9Nzfk0d+j0yD7JJBy82qe5rHFVjbFMKCojxfzfypmN6kAOZ6HX9eeELnlWcJDjO9URPfhjsv/Gk0//ibLnsbOpUgnUs0W/aeXoK1TSAiBLL/CDVnRHnn9eftP1l6RXV1HFVqFPldZcm5EEKIb0yqVCoxZWUF27a9zTxE0r1Yd/qXVJWt229tz9YbW6OM+y8xVaoU+PhA5cpqBZX4NhmNMGAAjBqlXo8fr7bsRZWQMhqNdNjWga03tmJtbs22ptsokKKAaaCfH9SsCS9eQMGCagufXn4kE0IkXvI/YAKh1+kZU2oMOZ1z4h3szS97f8E31HQZOkkzQIs/wMoRHhyFDa0gPDTKc9bIl4oFrQpjZa5n7/XntFpyCt/gsNi9EPHF/fvUl8bzT/DMN5isye3Z0KlE9EXNve6o7Z0hvpC+FDRYAmamHWDOeZxj5HFVSKFTvk5Uz1Q9Ni9BCCGEiD1Fi8KSJep48mRYsCDKsPHfj6dV/lZEGCNotLERe+/ujTLOwUEloqpWhcBAlX/YuDG2Ji9iS0QEdOsGv/2mXk+bFm3OEqPRSL89/Vh2YRlmOjPWN1hP2fRloz5ps2Zw5QqkSKHaN9pFU0ZBCCESCUlKJSC2FrbMrDiT5LbJuedzj94HehNmiCKJlDI/NFsP5jZwazds7gBRdJQBqJjDjRVti+JgZc6pe940W3gCL/+QWL4S8aUcu+NJo3nH8fQPIWdKR9Z1LE5yx2hqPvk+hZV1IeA5pMgLTdeChWnyyt3PnZ77exJuCFdbRwt0ieWrEEIIIWJZs2Zvq1Z36QJ79piE6HV6FtdaTN0cdQmJCKH2utocf3Q8ytPZ2cFff0HjxhAWpn5duDA2L0B8ScHB0KQJzJ6tVkXNn/+2nlRUJh2dxJTjquHQ4lqLqZW9VtSBAwbA9u1gba3+gqRJEwuzF0KIb4skpRIYNzs3ZleajY25DSefnmTsibFRdoohfUlosgr0FnDtT9jaHQxR140qlsmFtR2L42JnyZXHvjScf5zHr6Le9ifij20Xn9BmyWn8QsIpmtGZdR2K42IfRecXAP8XsKI2vHoAzpmgxWawdjIJ8wnxocveLrwMeUkul1yMLT026vbGQgghxLdm2DBo2VKtZmnQAK5eNQkx15uztv5aKmeqTEBYANVWV+PCswtRns7SElavhk6d1Dawjh1VseyobstE/PHqlVrl9scfYGEBa9aoP7vozDw5k4F71RKqKVWm0LpA66gD586FKa87ZS9bplboCSGEkKRUQpTDOQeTy01Gr9Oz6dYmll5dGnVglu/V9iydGVxYBf8bFO2dUp7UTmzsXIJUTtbcfRFA3dlHuewedaF08fUtPnKPbmvPExphoFqeFKxoWxQnW4uogwO8VELK8wY4poGWW8A+uUlYaEQoPfb34J7PPdxs3ZhRYQY25tFsAxRCCCG+Nf915CtbVnXiq14dPDxMwqzMrdjSeAul05XGJ8SHKiurcN3zepSnNDNTuYj/tn0NHAhdu0J4eGxeiPhU7u5QpgwcPKi2Ye7apVZMRWf+mfl039UdgKFlhtK7RO+oA7dvV3/woApUNW78hWcuhBDfLklKJVBl05SlfxFVkHPq2ansvr876sBctaDOHHV8ch7sHRVtYiqTqz1//FySHCkceO4XQqP5x9l99VlsTF98IoPByLgd/zJ6+zUAWpdIz6xmhbC2MIv6DUEvYWVteH4V7FNA662q7ljk8xoNDD0ylLMeZ7G3sGfO93Nws3OLxSsRQgghvgIrK9i8GbJmhQcPoHZtVRgqEjtLO7Y33U6hlIV4EfiC71d8zx3vO1GeUqdTBbJ//10dz5kDtWqpvJeIP65dgxIlVLmnlCnh8GGoWDH6+KXnl9L5784A9CvZj1EVRkUdeOaMSkIZDNCuHQwdGguzF0KIb5ckpRKw5jmb0yxHMwAGHR7EWY+zUQfmbwI/TlbHR35/b2IqVRIbNnYuQZmsyQgKi6DTqrMsPnIv6i2CIk4FhITz8+qzLDh0F4D+VbMzolZuzPRRtIgBCPaBlfXg2WWwc4XW28Alc5Sh089NZ+f9nZjrzZlWYRrZkmaLrcsQQgghvi4XF/j7b3B2hpMnoWnTKJc2OVk78b8W/yOXay4e+z2m/PLy3Pa+He1pe/WCTZvAxgZ27lQrch5F0SxZxL2dO1VCyt0dsmeHY8cg/3uaCq++tJp2W9sB0KNYDyZ+PxFdVC357t1TK+4CA+GHH9SyuajihBAiEZOkVALXv0h/KqStQKghlG77unH7ZTQ3S0U7QNWJ6vjI7/DPiGgTUw7WFixpU4RmxdJhNMLo7dcYvvUq4RFR16QSse+RdyD15x7jf1c9sDTTM6VhfrqUzxL1DRJAiB+sbghPzoGNM7TaCq5RJ5rWX1/PkiuqK9GokqMolrJYbF2GEEIIET9kzaoKUVtbqw5pv/wS5X1RMttk7Gu1j5zJcuLu6075ZeW55XUr2tPWrau2hrm5waVLUKwYnDsXmxci3sdoVGWeatRQK9dKl4ajRyFDhujfs/HqRlr92QojRjoX7szUH6ZGfb/l7Q3VqsHz51CggGrBaBFNKQUhhEjEJCmVwJnpzZhUdhIFXAvgF+pH53868ywgmi13xTtDtUnq+Og0+Gd4tIkpCzM9Y+vkYfCPOdDpYMXxB7ReegrvgNDYuRARrVP3vKk9+yjXn/mRzN6KtR2LUb/we7q5BL1SK6QenVTFzFv9CW65ogzd/3A/406NA6Brga7UzFzzy1+AEEIIER+VLq2qXOv1sGCBqgUUBTd7N/a33q9ZMfW+xFSRImoBVu7c8PTp2y8j4lZwMPz0E/Tt+3Zn3d69aqFcdNZcXkPTTU0xGA20LdCW2dVnR52QCgqCOnXgxg1Im1atvHNwiLVrEUKIb5kkpRIBa3NrZlWaRSanTHgEevDzPz/jExJNkfJinaDab+r46HTY82u0iSmdTkfHspmZ27wQtpZmHL3tRc2ZR7jk/ip2LkSYWHfqIc0XncA7IJTcqRzZ2rUUhdM7R/+GQG9YUQvcT4F1ElXUPGXU69PPPDtDv0P9MBgN1Mtaj4753tN6RgghhEiI6taF2bPV8YgRqhB6FNzs3djXah+5XHPxxO8J5ZeX56bXzWhPmz69WpFTtarKXzRvDj16QFjYl78EYerZM6hQAZYvVznH6dPVH62lZfTvWXJ+CS02tyDCGEHr/K1ZUHNB1B2Iw8NVdfTDh8HREXbsgFSpYu9ihBDiGydJqUTCycqJed/PI7lNcm6/uk33fd0JDg+OOrhYx7c1po7NgF2D1COkaFTNk5ItXUqRMZkdj18F0WDecTacliIJsSkoNIIBf1xi4ObLhEUYqZ43peqOmOQ93fD8n8OyGvD0Iti6QJvtkLpwlKHXva/TbV83QiJCKJ+2PMOKD4t+K6AQQgiRkHXu/LY4defOajtfFP5bMZXbNbdKTC0rz9XnV6M9rZOTaso2ZIh6PWMGVKqkEiYi9hw4AIUKwYkTkCSJ6rDXvfv7Sz3NPjWbdlvbvdmyt6T2Esz0UTSRMRqhQwf1d8TaGrZtgzx5YutShBAiQZCkVCKS0j4lcyvPxd7CnnPPz9H/UH/CDNE8kiva4W1i6uRc2NoVIqLvX5w9hQN/dS3F9zndCA030H/TJQZtvkxwWEQsXEnidvu5P3VmH2X9mUfodNC7cjZmNSuIraV59G/yfQJLf3zbZa/NDkiRN8rQR76P6LynM/5h/hR2K8xvZX/DXP+ecwshhBAJ3ahR0LatekjXuDEcOhRlWHK75OxrvY88yfPw1P8pZZeV5aT7yWhPa2YGY8bAn3+qRTWHD6uEydGjsXQdiVhEhPq9rlRJbZvMmVNto6xc+f3vm3JsCl13dgWgZ7GezKk+J+oVUgD9+8OyZeoPdv16KFv2y16EEEIkQJKUSmSyJc3GjIozsNRbsv/RfoYdHYbBGM0qqKIdoM5c0JnBhdWwsTWERbO6CnC0tmBBy8L0rZINnQ7WnnpIndlHuenhF0tXk/hsPudOrVlHuOGh6ketaleM7pWyvn8V08v7sLQaeN0CxzTw0w5IniPK0BeBL+iwpwNewV5kT5qdmRVnYm1uHTsXI4QQQnwrdDqYP19VxA4OVr+eORNlaHK75BxofYCiqYviHeRNpRWV+OfuP+89fe3acPo05MqlEiblysHo0VE2/ROfwMNDbZUcNkzlFVu3Vr/f2d7TTNhoNDLq4Cj67ukLwODSg/n9h9+jv+eaNAkmv36gu3gx1Kr1ha9CCCESJklKJUJFUhRhSvkpmOvM+fvu34w9MRZjNHWjKNAMGq8EMyu4vh1WN1Cd26Kh1+voWjErS9sUwcXOkuvP/Kg58wjLjt6L/muIDwoICaf/HxfpveEigaERlMzswo4epSmVJdn73/j0IiyuohJTSTOohJRL5ihDfUJ86PRPJx77PyatQ1rmVZ6Hg6UU5RRCCCEAMDeHDRugfHnw84MffoArV6IMdbF1YW+rvVTKWImAsACqr6nO5n83v/f02bKplTtNm6pVPb/+qr7UvXtf/lISk717VfO7f/4BW1tYulQtZrKzi/49EYYIuu7oyvADwwEYXWE0YyuNjT4htXgxDBigjidPVlkvIYQQMSJJqUSqfNryjCszDh06NtzcwNSzU6NPGuWoDi3+AEt7uH8YlteCAK/3nz97cnb2LEO5bK6EhBsYse0aPy07zXO/6Fdaiagdu+PJD9MOseGMOzod9Po+GyvbFSO5wwdWMN3Zp7bs+XuAWx74aRckTR9lqH+oPz//8zO3Xt7C1caVBZUXkMzmAwkvIYQQIrGxsVH1gooWBW9vtffr9u0oQ+0t7fm72d/Uy1mP0IhQGm5syJLzS957ent7WL0aVq5UzdqOHoX8+WHVqmj7zoho+PvDL7/A99+rOl25cqnVUW3avP99QWFBNNzYkDln5qBDx4yqMxhadmj0b1i7Fjq+bgYzcCD06fPFrkEIIRIDSUolYtUyVmN4CfUEaOnVpSy8HHVHGQAyloXWW8HGGZ6cg8Xfg9ed954/uYM1y34qwshaubE013PgxguqTTvM9ktPZNVUDASGhjP8rys0W3gS95dBpE5iw+r2xejxfVbM9B8oOn5pA6xuCKH+kKGMWiHlmDLqrxMWSJe9XbjseZkkVkmYV3keaRzSxMIVCSGEEAmAgwPs3Al586psx/ffg7t7lKFW5lasb7CetgXaYjAaaLe1HSMOjHjvfZBOBy1awMWLULKkWpTVsqVq6ObhEVsXlbAcPAj58sGcOep1p05w6pRKTL2Pd5A3lVdWZsv1LViaWbKh4Qa6FesW/Rs2bVJ/OAaD+iLjxn25ixBCiERCklKJXP1s9en3XT8AZp6fycprK6MPTl0Y2u4Cp3TgfRcWVYIHx957fp1OR+uSGdjWtTQ5UjjgFRBK1zXnabf8DO4vA7/kpSQoJ+96UXXaYZYffwBAs2Lp+F+vspTM/IHVS0YjHJ0BmzuAIRxy14MWm8DaKcrwoPAguu7ryvnn53GwdGBB5QVkS/qeAgtCCCGEAGdn2L0bsmaFBw/eLseJgrnenEW1FjGglNreNfLgSFr92YqQ8JD3fomMGVVyZdQoVTd7wwbIkQMWLXpvU+RELSBAddL7b9tjunSwZw/Mm/f+7XoAD30eUnpJaY4+OoqTlRO7W+ymQa4G0b9h61aVKYyIgJ9+Uhkw6VQshBAfTWf8hpes+Pr64uTkhI+PD46Ojl97Ot+0uRfmMueiepzUv0h/WuZqGX2wnwesbaJWTJlZQu05kK/hB79GSHgEc/bfYc6B24RFGLGxMKNPlWy0KZkBczPJjwI89wtm4s4bbDqnnrimcrJmYoN8lMnq+uE3h4fCzv5wdql6XfwXqDIG9FH/3oZEhNBtbzeOPz2OnYUdCysvJK9r1B35hBAisUqI9xoJ8Zq+mocPoUwZ9WuOHLBvH6SMemUywIKzC+jydxcijBGUTV+WLY234Gzj/MEvc/YsdOgA58+r12XLqrrrOaLuW5LoGI3wxx9q59yjR+pzHTvCb7+proYfctL9JHXW1+GZ/zNSO6RmV4td5EmeJ/o37NypqtOHhUHz5rB8ucocCiGEeCOm9xuSlBKA6jAy68IsFlxaAEC/7/rRKner6N8QGqhW41zfrl5XGAJl+8XoCdHt534M3nyFU/e9AciT2pERNXPzXYYP35QlVGERBpYfu8+0f27hH6Ja7TQtmpbBP+bEwdriwycI8IINreDBEUCnklElu0YbHhoRSs/9PTn8+DA25jYsqLyAAskLfJmLEUKIBCQh3mskxGv6qu7eVUtzHj2C7Nlh//73JqZ239lNgw0N8Av1I5tLNv5u9jdZnLN88MuEh8OMGaqDXGAgWFpC//7qwyER9yW5elWtjtq3T71Olw4WLoQqVWL2/lWXVtF+a3tCIkLIkzwPO5rtIK1T2ujf8M8/qvtiSAg0bAhr1qgi+EIIITQkKSU+mtFoZPaF2cy/NB+Avt/1pXXu93QPMRjgn1/h2Ez1Onc9qD0LLD+wPhowGIxsOPOIcTv+xTdYJWF+yO1G/6o5yOxq/9nX8i05fOsFI7dd4/ZzfwDyp3FiRK3cFEyXNGYn8LiqVq69egiWDlB/EWSvGm14cHgwvQ/05vDjw1ibWTPn+zkUSVHkS1yKEEIkOAnxXiMhXtNXd/cuVKigVkxly6YSU6lSRRt+5fkVqq+pzkOfhzjbOLO2/lqqZI5ZFuX+fVXAe8cO9drNDUaMgHbtwCIGz7ESilevYORImDlT7aCzslIN8AYMUF32PiTCEMGgvYP47dhvANTKXotVdVfhYPWeDN///gd16kBwsFoptXFj4vpNF0KIjyBJKfFJjEYjcy7OYd7FeQD0KdyHNnnavP9NZ5bAjn6qhlHyXNB4FbhkjtHXe+EXwu97brL+9EMMRjDT62haNC09KmXD1cHqM68mfjt1z5upe25y/K7qZOhiZ0n/qtlpWDgt+g8VMv/P9b9hc0dV0DxpBmi6DpLnjDY8MCyQ7vu6c/LZSazNrJlRcQYlUpX4AlcjhBAJU0K810iI1xQv3LunVkzFMDH1zP8ZtdbW4vST0+jQMabiGAaWHohe9+GSBkYjbNmiEjD/Nf/Lnh0mTFC5koRc2sjHB6ZPh99/V8eg8kS//67qcMWEb4gvzTY14+9bfwMwuPRgRlcc/f7f+7/+gkaNIDQUqldXRc6tEva9qhBCfA5JSonPMufCHOZenAtAj0I9aJ+3/fvf8OA4bGwN/h5g5Qj1FkD2ajH+erc8/Ji46zr//PscADtLM5oVS0e70plI4WT9ydcRH5194M3UPbc4ctsTAEszPc2Lp6Pn99lwsonh07aIcDgwDg5PUa8zlIFGK8A2+i2Q/qH+/LL3F849P4etuS2zKs2SFVJCCPEBCfFeIyFeU7xx755aMfXggSqC/s8/aj9ZNILDg+m2oxuLzi8CoE6OOiyvsxxHq5j9uYSFqdpSI0eCp7qtoFgxlayqXTvaspLfJD8/tSpq8mR4+VJ9LndulYyK6VY9gEsel2i4sSE3vW5ibW7NklpLaJq36fvftGGDqh0VHg7166ste5aWn34xQgiRCEhSSny2dxNTP+X5iV6FeqF736M3v2ewoTU8OqFel+0H5QeBPuaFH0/c9WL8jn+56K4efVmY6ahdIDWdy2UiS/Jvt2CCwWDk4M0XLDl6j8O31F2jhZmOht+l5ZcKWUidxCbmJ/N9An+0g4evOx8W6QBVx4NZ9AktnxAfOu/pzBWvKzhYODC38lzyu+b/nEsSQohEISHeayTEa4pX7t9XK6YePIA0aVT7tw9UJF94diFdd3YlNCKUbC7Z2NJ4C7lcc8X4S/r6wqRJKkETFKQ+lz079OsHLVp82wt6njyBBQtg1izwUovLyZkThg9XJZ1imngzGo0sPLeQHrt6EBweTGqH1GxpvIUiqT/wgG7FCtVdz2BQially6SGlBBCxIAkpcQXsezKMqacVatx6metz7DiwzB7X5IpPBR2D4VTqi4VGcpA3XnglCbGX9NoNHLg5gvmHbjDyXvebz7/fc7kNC2ajnLZXL+Zbn0+gWFsPPuIFccf8NA7EFBbFBsWTsMvFbKQ1jkGRQ/edesf2NIRAr1U/aha0yFP/fe+xSvIi057OnHj5Q2SWCVhfuX55HKJ+Y2uEEIkZgnxXiMhXlO88+iRWr5z/TokSwa7dkHhwu99y6nHp6i/oT7uvu7YWtgy9YepdCjU4f0PBCPx8FDF0OfMUTWXQNVc//lnaN36vYu24hWjEY4eVYmoTZvUAiVQuyKHD4fGjT+u2Z1fiB+dtndi7ZW1APyY9UeW11lOMttk73/j/PnQubM6bt8e5s2TLntCCBFDkpQSX8zmW5sZeXwkBqOByukrM6HMBCzNPrBk+eJ62N4LwgLA2glqTIM89T76a59/+JJ5B++w+5oH//1NdXWwol7B1DT8Lk28XD0VFmHg+B0vtl18wrZLTwgOMwDgaG1Oo+/S0rpkho9PRkWEwf5xcOR39TpFPmi47IO1ux75PqLTP5145PcIF2sXFlZZSNakWT/hqoQQInFKiPcaCfGa4iVPT6haFc6eVe3xtm5VK6je40XAC5ptbsY/d/8BoHb22iysuRBXO9eP+tJ+fqoD3e+/w+PH6nM6HVSqpBb91K0LNh+xSDuuPHoEf/wBy5fDxYtvP1+6NHTtqnbOfewipQvPLtD4j8bc9LqJmc6McZXG0bdk3/fXjzIaYdQoVUEe1BefPj1h7YcUQohYJkkp8UXtvr+bAYcHEG4Ip0TKEkyrMA1biw8kVrzuwOYO8Pisep2/Gfw4Cd7X1SQad174s+bkQ/48/xivgNA3n8+XxonKOd2okCM5uVM5ftTTxC/pv0TUjstP2XX1Ga8Cw96M5UzpSOsS6aldIDU2lp/wdO3ZFfjzZ3h2Sb0u0h6qjAWL99fauup5lS57u+Ad7E1q+9TM+34eGZwyfPzXF0KIRCwh3mskxGuKt3x9oVYtOHhQ7aHbsEG9fg+D0cDU41MZvG8woRGhpLBPwfI6y2Pcne9doaHqSy5Zouqu/8fJSU2jenW1oCtpDBv+xgZ3d5WI2rABjh9/+3kbG7X18JdfIP8nVBwIiwhj/JHxjD40mnBDOGkd07KuwTpKpi35/jeGh0OXLiqrBzBkCIwenbCrxwshRCyI06TU3bt32b17N+PHj+fBgwcxft+DBw8YOnQoGTNmJDw8nLFjx35UUkFuquLWsSfH6Lm/J0HhQeRyycWsirNwtf3Ak7uIMDg4URXkNhpUh7hasyBjmU+aQ2i4gf03nvPHWXf2X39OuOHtX9/kDlaUz+5K2Wyu5E+ThDRJbWItSRUeYeDKE19O3vXi5D1vTt/zxi8k/M24i50lVfOkoE7B1HyXPumnzSMiDI5MhYOTwBAGNknVirPcdT741qOPj9LrQC+CwoPI6ZyTOd/PIZnNB5aoCyGEMBHb9xqfeg/VsmVL9r+TZShatCibN2+O0Xvl/imOBQVBkyZqpZSZmarW/fPPH3zbhWcXaLapGf96/gtAt6LdGFtxLA6f8HAPVA325ctVSaR3/6qZmUHJkvDjj1CunEoA2X7kgu6P4eGhcnT/fVy9+nZMp4MyZVStqObNPz1ZdtnjMq3/bM35Z+cBqJujLgtrLsTF1uX9bwwMhKZN1Z+VTgezZ8foz0oIIYSpr7JSKl26dDx8+DDG8ZUqVWLWrFnkzJmTqVOnYm9vT4cOHWL8frmpinsXX1yk295uvAx5SQq7FMyuNJtsSbN9+I0PjsPmjuDz+u9HwRZQefR7u8V9yAu/EP7514P9159z5LYngaERmvGkthbkTZOEfKmdyJHSgVRJbEjlZIOrgxVm+pgliQwGI898g7nzwp87z/25/cKf28/9uezuQ0Ckr+f8OhFVI29KimZ0/ry6Vx7X4M/O8PT12vUcNaD67+Dg9sG3br2zleFHhxNuDKd4yuJMLT8Ve0v7T5+LEEIkYnF1r/Gx91Bz5syhS5cun/S15P7pKwgPhw4dVEYIoHdvVZn8A/WJgsKC6L+nP7NOzwIgrWNaZv84m5rZa37yVAwGOHIEtm+HHTu0SSFQU8qVC777TpXBypIF0qZVHw4fkQ8LCICbN1VZrevX4d9/4dIluHFDG6fTQalS0KiR2p6XKtUnXxrhhnAmHpnIyIMjCTOE4WzjzKxqs2iSp8mHHxB6eUHNmmq5lrW16rBXt+6nT0YIIRK5r5KUypAhA/fv349R7J07d2jYsCHnzp0D4Pbt2zRq1OjN66iEhIQQEhLy5rWvry9p06aVm6o49sj3EV32duG+733sLOyYUm4KpVKX+vAbg33gn5FwZrF6bZsMqk6AvA0+e0l0SHgEp++9ZN/155y678WNZ36ERUT9V9tMr8PNwQoXeysszHRYmOlff+gINxjxCQp78+EbFIYhmn8hTjYWFMngTPFMzhTL6EKuVI4xTnZFfyF+cOg3OD5HrY6yTgI/To7R75HBaGDuxbnMuzgPgOqZqjO65Ggs3tOVTwghxPvFVQLnY+6hABYsWEDHjh1jFCv3T/GE0QjjxsHQoep13bqwalWMliXtvrObzts7c+/VPQAa5GrAjKozSOmQ8rOndf8+7NyparGfOgXPnkUf6+SkGgra2YGlpfqwsFB1nnx94eVL8PZWv/7XBTAynQ7y5lWrssqVg7JlwfXjSmZF6dCDQ3Tb2Y1LHqrcQe3stZlXYx4p7FN8+M3Xr6v9jLduqeVZ27apTJkQQohPFu+TUqtXr+bAgQMs/G+/NmBvb4+XlxdW0fStHTFiBCNHjjT5vNxUxT2fEB967u/JGY8zmOnMGFJ8CA2zNYzZmx+ehG094IVajk7milB1IrjGYMVVDIWER3DjmR+X3H247O7DnRf+PPUJ5plvMBHRZZmiYa7XkSGZHZld7cjsak9mV3typnQkRwoH9J+bhPqP0QiXN8LuYeD/+m4w+49QYyo4fPhmKjAskCFHhvDPQ1UY9ac8P9GzUM/3F/EUQgjxQfE1KTV16lQePXpEYGAgL168YO7cuSRPnjzKWLl/imfWroU2bVTBpyJF1FaxFDH7Xj/ywEimHJ9ChDECRytHxlYcS6fCnb7oA6gnT+DMGfVx/rxKWrm7v+3m9zGSJYOcOSFHjrcfxYuD86cvlDfh7utOvz39WHdlHQBJrZMyo9oMmudtHrPyCbt2qe2VPj6qPeHOnWqpmBBCiM/yxZNS27dv58iRIyafr169OmXKqPpAH3NDNXnyZDw9PZkwYcKbz6VMmZKzZ8+SKpp1u/KkL34JiwhjxPERbL2zFYDmOZvT57s+WOhjcGMUHgrHpsPB3yAiBHRmULg1lBsYoy1qnyrCYOSFXwhPfYJ4GRhKWISR8AgjYREGQiMMmOl0JLG1wMnm9YetBUltLbH4nK14H/L0EuzsDw9fV/dMmlGtIMteNUZvf+L/hG77unHz5U0s9Bb8WuJX6mSpE3vzFUKIRORLJKW+9D0UqJpSCxcuxNramu3bt7N582aWLFkSZazcP8VDR45AnTpqy1jatLB5s9ovFwMXn12k4/aOnHp8CoBsLtmYUGkCdXLUidWGL35+Kjn1+LFaBRUWpvJqoaFqd6KDg1pk5Oz89lcnp1ibDiHhIUw9MZUxh8YQEBaADh0dC3dkTMUxJLONQR1NoxGmToV+/dSextKlYdMmiCa5K4QQ4uPE+5VS48aNw8fHh4kTJ775nJubG//++y/OMXx8IjURvj6j0cj8S/OZfWE2AIWSF2JK+SkxL6rtdUetDrrxt3ptYQelukOJrmCVwOsgvbihisBf2QwYwcIWyvRR1/6Bznr/Oedxjl4HeuEd7I2ztTPTK0ynQPICsTptIYRITOLrSql3GQwGsmXLxu3bt2MUL/dP8cTt26r93c2bqjPfnDnQtm2M3hphiGDB2QUMPzCcF4EvACiZtiS/Vf7tw93lvnGhEaEsPb+UsYfH8sj3EaCufWa1mRRKWShmJwkJgc6d39b4atdO/f5bWsbOpIUQIhGK6f3GV9vb4+bmhre3t+ZzQUFBMU5IifhBp9PROX9npleYjr2FPeeen6PRtkZceH4hZidwyQxN10CbHZC6MIQFwIHxMKMgHJ0Owb6xOv+vwvM2bOoAs4vBlU2AEfLUh66noWzfGCWkjEYjq/9dTbvd7fAO9iaHcw7WVV8nCSkhhEgkPD093xzr9Xq+4DNGEVeyZFFFnGrVUkmSdu2gUyd1/AFmejN+LvIzt7vfZmiZodiY23Ds0TFKLSlFrbW1OPboWBxcQNwKiwhj8bnFZJuZjc5/d+aR7yNSOaRiRZ0VHPnpSMwTUvfvq0JWy5aBXg/TpsHChZKQEkKIr+SrJaWKFi3K+fPn37y+efMmBQoU+FrTEZ+pYrqKrK2+lsxOmXkR9IKfdv3Emn/XxPwmOUMpaL8XGi5T29cCnsOeX2FqbtgzHPzeU3XzW/HkPGzuBLOLwOUNgFF11et8BBosAac0MTqNb6gvvQ70YsKpCYQbwqmSvgrLqy4npf3nFzsVQggR/127do2iRYu+eW00GrGxsfmKMxKfzMkJtmyBMWNUBfAFC1TC5NGjGL3d0cqR0RVHc7v7bdoXbI9ep2fbzW2UWlKKMkvLsP3mdgxGQyxfROzyD/Vn7um55Jidg/bb2vPA5wEp7FMwvep07nS/Q8v8LWO+bfGvv6BgQZUMTJJE1Y/q0eOzG+4IIYT4dF80KRUWFqZJQhgMBpo2bcrZs2dNYvPmzYutre2bpeZbt26lQ4cOX3I6Io5lcMrAmuprqJK+CuHGcMafGk/fg33xCfGJ2Ql0OshdF345BbXnQLLsEOILR6fBtLywtRs8PqtqAHwrwkPg4npY9D0sKA+X1oHRANmqQceD0GQ1pMgb49NdfnGZRtsasffhXsz15gwsOpDJ5SZja/Hhzj1CCCHir4+5h3J1deW7d+oP7d+/nxo1asTJPEUs0OthyBDYsUMVYzp1SiVO/vwzxqdI5ZCKhbUWcq3LNdoVbIelmSVHHh6h5tqa5JubjwVnF+ATHMP7sXjihucNeuzsQerfU9NlRxfuvrxLcrvk/F7ld+52v0v3Yt2xNo9ZuQNCQ6FXL1XH69UrKFpUVXGvUiU2L0EIIUQMfJGaUnfu3GHjxo0MGjSIXr160bx5cwoXLkxwcDC5cuVi6tSp1K5d2+R9Dx8+ZMSIEaRPn56QkBDGjh37UQUapSZC/GQ0GllxbQXTzk4j3BiOm60b40qPo2jKoh9+87sMBri5SyWlHp18+3nXnFCwOeRrDPbxsBil0QgeV9TWvHMrIfD1Fgu9hUq6Ff8ZUsdwifmbU6rtelPOTiHcEE5q+9RMLjeZPMnyxMIFCCGE+E9s32t86j3U3r17uXr1Kubm5ty/f58RI0ZgaxuzBxRy/xSP3bsHDRrAuXPqdceO8PvvYGf3Uad54veE6SemM/fMXPxC/QCwMbehXs56/FTgJypkrBAvO/T6hfix7eY2ll1Yxp67e958PptLNn4p8gvtCrbDzvLjfi+4dw8aN4bTp9Xr3r1h/HjZrieEELHsqxQ6j2tyUxW/XfG8wsDDA3ng+wAdOtrkaUO3At0+rW3xg+NwZjH8uw3Cg9XndGaQ5XvI8SNkqQxOqb/sBXyM/xJRV/+Eq1vA+87bMYdUUKQtFGr9SUm0J/5PGH5sOCeengCgcvrKjCg5AkdL+TsvhBCxLSHeayTELBKaEwABAABJREFUa0pQQkJg2DCYPFndX2TLBqtXx7g737t8gn1YdG4Ri88v5l/Pf998Pr1Tehrmakj1bNUplbbUp92bfSF+IX5sv7mdDdc2sPPWTkIiVE0tHTpqZq9J1yJdqZSp0scn0YxGtR2yb1/w91er0JYtUzW8hBBCxDpJSol4ITAskEmnJ7Hp1iYAcjrnZEzpMWRLmu3TThj0Cq5uhvOr4fEZ7ZhbXshaGbJUgpQFYr9736uHcP8oPDgC9w7Dqwdvx8ytVcIsXyPIXh3MzD/69EajkU23NjH5zGQCwgKwNrOm93e9aZK9Say2fBZCCPFWQrzXSIjXlCDt2wetWsHjx2BuDiNGQP/+YPHxCSSj0cjpJ6dZen4pa6+s1ZRWcLRypErmKvyY5UfKZShHxiQZY/U+Izg8mJPuJzn44CAHHxzk6MOjbxJRoFZFNcrViLYF25IxacZP+yIPH0L79rDn9Wqr0qVh1SpIn/4LXIEQQoiYkKSUiFf2PtjLiOMjeBXyCnOdOW3ytKFTvk4xrwUQlRc34NpWuLUb3E8D7/5V1oFrdkhVUH245VaFxB1SgflHLtcOCwKvO+B5U328uAHuZ8DnoTbOzEolxXLXhWw/gJXDJ1/as4BnDD82nGNPVPecgskLMrrUaNI7ys2UEELEpYR4r5EQrynB8vZWHfn++EO9zptXrf4pXvyTTxkUFsT2m9vZfms7O2/t5EXgC814UuukFE5VmO9SfkfhVIXJ4pyFtI5pcbZx/qhkldFo5Kn/U657Xue653X+ffEvl55f4qT7SU0SCiCrc1Ya5W5Eo9yNyJs876cnxYxGWLxYbdHz8wMbGxg3Drp3V7W7hBBCxBlJSol453ngc8afHM8/D/8BIK1DWoYVH0aJVCU+/+QBXnBnL9z8Hzw4Bn5Poo+1S662+tm5gpklmFmoek9mlmAIU6uxgl+pX4NeQsALtAmv13RmKuGVoRSkLw3pS3xWIgogzBDGmn/XMPfiXALCArAys6J7we40z9kcM73ZZ51bCCHEx0uI9xoJ8ZoSNKNRbd/r1Qs8PVVjmC5dVLLlM//8DEYDZ56cYcetHey6vYvzz84TGhEaZayNuQ1pndKSxjENdhZ2WJpZYmlmiYWZBeY6c3xDfXkZ9BLvIG9eBr/EM9AT/1D/KM/lZudGuQzlKJe+HOUzlCdnspyfvzrr6lWVfNq3T70uWRKWLlXbH4UQQsQ5SUqJeGvfw32MPTmW54HPAaiZqSa9CvfC1db1y30RPw94egGenFcfnjfB5zFEejIXY9ZJ1MqrZFkhWTZwywNpi33RLYLHnxxnwqkJ3PW5C0B+1/yMLjWajE6fuHRdCCHEZ0uI9xoJ8ZoSBU9P6NdP1UUCSJUKpk1ThdG/0Ha70IhQrj6/ypknZzjz5Aznn53n/qv7JqupYspMZ0Zm58zkSJaDHC45yJEsByXTliSbS7Yvt0Xw1Su1tXHWLIiIAGtrGDMGevYEM3mgJ4QQX4skpUS8FhAWwMzzM1nz7xqMGLExt6F17ta0yd0GO4uP7KoSU0YjBHqBjzv4PlHHhjCICIeIUPWhNwObpCoJZZNEHdunALtkX+yGL7LH/o+ZfHrymxVkztbO9CjUgzpZ6sTLzjhCCJGYJMR7jYR4TYnKvn3QuTPcuqVeFy+uiqKXKhVrXzI4PJjHvo955PuIx76PCQoPIiwijNCIUEIjQgk3hONg5UBS66Q42ziT1Eb9mt4pPVbmVrEzKYNBJegGDYLn6kEndeqoboUZ5YGeEEJ8bZKUEt+EK55XmHBqAhdfXATAxdqFLgW6UDdrXSz0X68TTFx4EfiCJVeWsOHGBkINoZjpzGiSowldCnSRznpCCBFPJMR7jYR4TYlOcDBMnAiTJkFgoPpc3bowfjxkz/515xbbjEb46y+1Ouqiun8ke3aYMQOqVPmqUxNCCPGWJKXEN8NoNPLPw3+YdnYaD/1U8fAMjhlon7c9P2b88au2KY4NnkGeLL2ylPU31r8p9Fk0RVEGFB3w6V0JhRBCxIqEeK+REK8p0Xr6VCVnFi1SK4fMzKBNG9WlL6HVUjIa4e+/YfhwOHdOfc7BAX79VdWSsvzIRjZCCCFilSSlxDcnzBDGxhsbmXdxHi9DXgLgZutGq1ytaJCtAbYWtl95hp/nif8T1l5fy/ob6wkKDwJU3ahfCvxC8ZTFY7X9shBCiE+TEO81EuI1JXrXrsHAgbBtm3qt06mVUwMGQNGiX3dunys8HLZuhQkT4PRp9Tl7e5WI6tMHnJ2/7vyEEEJESZJS4pvlH+rP+hvrWfXvKjyDPAFwtHSkcfbG1M9Wn9T2qb/yDGPOaDRy4ukJ1l5fy0H3gxiMBgDyJsvLLwV+oWSqkpKMEkKIeCwh3mskxGsSrx09qpI327e//Vz58qro948/gsU3tPr8+XO1AmzuXHB3V5+ztYVu3aBvX0iW7OvOTwghxHtJUkp880IiQth2ZxvLri7jge+DN58vlqIYtbPU5vv032NjbvMVZxi954HP+d/9/7Hhxgbu+95/8/niKYvTMldLyqQuI8koIYT4BiTEe42EeE0ikitXVPHz1avVSiOA5MmhRQv46SfIk+frzi864eFw8CAsXw7r10NoqPq8qyt06AA9eqjrEEIIEe9JUkokGBGGCPY92sf6G+s5+fTkm8/bWdhRJX0VKqStQLGUxb769r7ngc/Z82APu+/v5vzz8xj5P3v3HR5V0QVw+LdppEBIqAESEqSKDQFBVKRJ7x1EuiCIUkQQERFEikhRQHoT6R3pvar0Ir230AIppNed74/5WFg2CUlIz3l59iG7d+7duZtkd3LuzDnK1M/GRRvTulRrXsn5Spr2UQghROJkxrFGZjwnEYfbt2HyZB3keVKhDqB8eWjdGurXh1KlUqzCcIJER8O+fbB8OaxeDQ8fPt1WsSJ88QW0bAnZUqiKnxBCiBQhQSmRKd0Nvsu6q+tYd2Udd4LvmB63tbLlHbd3qFyoMu8Veg8vZy+sDFYp2peQqBBO+Jzg6P2jHHlwhNMPT5sCUQBl8pah/iv1aVi0IU62TinaFyGEECkjM441MuM5iReIioItW2DePJ136snsKYAiRfTSvnr14IMPIKV/JpSCixf1jKi9e2HHDvNAVO7c0KyZnhn1zjsp2xchhBApRoJSIlMzKiPHHhxj+83t7PPeZxagAshum53SuUtTOndpXsv9GiVcS+Dm5Jak2VRKKXzDfbn++DrXAq5x7fE1/nv4H+f9zhOjYszavpX3LWp71aamZ03cnNxe6hyFEEKkvcw41siM5yQS4eFDvTRuwwbYswciIp5uMxh01b5y5fRsqnLloFgxcHMDqyRc7IuIgMuX4cIFOH8e/vsP9u+HBw/M2+XKpQNRrVrpHFgZKfeVEEKIWElQSmQZSimuB15nv/d+9nvv5+TDk0TERMTa1tnOmfxO+XFzdCOXfS5srW2xtXp6izZGExgZSGBkII8jHhMYGci94HsERQXFerxC2QtRLn85yucvT6WClSQQJYQQmUxmHGtkxnMSSRQSArt2waZNeibVjRuxt7OxgUKFwMMD3N3ByQns7J7ebGwgMBD8/MDfX///8CHcvAlGo+XxsmWDd9+FKlV0EOqDDyQQJYQQmYwEpUSWFWWM4lrANc75nuOs71nOPjrLtcfXCI0OTfIxrQxWFMpeiCI5i1DEuQglc5WkfP7yFMheIBl7LoQQIr3JjGONzHhOIpk8fAjHjsHRo/p24oSufBdbYCmhnJ3h1Vd17qpSpeC996BCBbC3T75+CyGESHckKCXEc4Iig7gfcp/7Ifd5EPqAgIgAoo3RRBmjTP9bG6xxtnPWt2zO5LTLSR7HPHg6e5LNWhJsCiFEVpMZxxqZ8ZxECoqOhnv3dNL027fhzh0ID9eV8SIjdb6qqCgdfHJ1fXrLlevp0j+pOCyEEFlOQscbNqnYJyHSVA67HOSwy0Fx1+Jp3RUhhBBCiIzBxkYv2/PwSOueCCGEyIRStjyZEEIIIYQQQgghhBCxkKCUEEIIIYQQQgghhEh1EpQSQgghhBBCCCGEEKlOglJCCCGEEEIIIYQQItVJUEoIIYQQQgghhBBCpDoJSgkhhBBCCCGEEEKIVCdBKSGEEEIIIYQQQgiR6iQoJYQQQgghhBBCCCFSnQSlhBBCCCGEEEIIIUSqs0nrDrwMpRQAgYGBadwTIYQQQmRGT8YYgYGB5MiRA4PBkMY9enkyfhJCCCFESnsyzngy7ohLhg5KBQUFAeDh4ZHGPRFCCCFEZubh4cHjx49xdnZO6668NBk/CSGEECK1BAUFkTNnzji3G9SLwlbpmNFo5O7du+niymVgYCAeHh7cvn07UwxYU4u8bkkjr1vSyWuXNPK6JY28bkmTnl43pRRBQUHkyJEDZ2fnNB9vJIf0NH6C9PX9zkjkdUsaed2SRl63pJHXLWnkdUua9Pa6PRlDFSxYECuruDNHZeiZUlZWVri7u6d1N8w4Ozunix+AjEZet6SR1y3p5LVLGnndkkZet6RJL69bfFf3MqL0OH6C9PP9zmjkdUsaed2SRl63pJHXLWnkdUua9PS6JWQMJYnOhRBCCCGEEEIIIUSqk6CUEEIIIYQQQgghhEh1EpRKJtmyZeOHH34gW7Zsad2VDEVet6SR1y3p5LVLGnndkkZet6SR1y1rke930sjrljTyuiWNvG5JI69b0sjrljQZ9XXL0InOhRBCCCGEEEIIIUTGJDOlhBBCCCGEEEIIIUSqk6CUEEIIIYQQQgghhEh1EpQSQgghhBBCCCGEEKlOglJCCCGEEEIIIYQQItXZpHUHMpvdu3dz9uxZoqKiuHjxImPGjMHFxSWtu5XunTx5kl27dmFra8vp06fp2bMnb7/9dlp3K927du0a27ZtY/To0dy8eTOtu5Pu+fv7069fP7y8vPDz82Ps2LHY29undbfSPfk5Sxp5X0sa+RzNmuT7njTyPpM08rmWODJ+Shr5OUsaeV9Luoz6WSrV95LZ66+/zunTpzEYDPz111/s2LGDSZMmpXW30r26deuyefNmAHx8fGjUqBEHDx5M415lHIULF+bWrVtp3Y10r0uXLrRq1Yo6deqwZs0ajh49ysiRI9O6WxmG/JwljryvJY18jmZN8n1PGnmfeTnyuZYwMn56OfJzljjyvpZ0GfWzVJbvJbN69eoRHR0NQMmSJblx40badigD8Pf3Z+/evYSGhgKQL18+Hj16lMa9ylisrORX+UWCg4PZsWMHtWrVAqBOnTrMmzcPo9GYxj3LOOTnLOHkfS3p5HM0a5Lve+LJ+8zLk8+1F5Px08uTn7OEk/e1l5NRP0vlNySZjR07FltbWwBWrFhB586d07hH6Z+rqyubN2/GwcEBAD8/P/LmzZvGvRKZzalTpyhZsqRpYODg4ICzszPXrl1L456JzEje15JOPkezJvm+J568z4jUIOMnkZrkfe3lZNTPUskplQQbNmzgwIEDFo/Xr1+fypUrc/36dYYMGYKLiwuDBw9Ogx6mT/G9blWqVDHdnzhxIsOHD0/NrqVrL/p5Ewlz7949cufObfaYq6srPj4+FCtWLI16JTIzeV9LOvkczZxk/JQ0Mn5KGhk/JQ8ZP4nUJu9rLycjfpZKTqkUtGDBAv777z/GjRuX1l3JMLZv386dO3fo1KlTWnclQ/Hy8sow0zPTyuLFi1m3bh3Lli0zPVaxYkWmTZtG2bJl07BnGYf8nCWNvK8lnXyOZk3yfU88eZ9JGvlcezEZP708+TlLGnlfezkZ6bNUlu+loA4dOjB//nzCwsLSuisZwrFjx/D29pY3HpEi8ufPj5+fn9ljAQEBuLm5pVGPRFYg72svRz5Hsyb5vieOvM+IlCTjJ5EW5H3t5WWkz1IJSiWj0NBQGjRoYJH4LzIyMo16lHHcvHmTvXv3mta9Xr9+PUP8AomMo2zZspw9e5Ynk0NDQkIwGo0UKFAgjXsmMit5X0s8+RzNmuT7nnTyPiNSmoyfRGqT97WkycifpRKUSkYhISEcPXrUlAjw4sWLvP766+TMmTONe5a+RUVFMXPmTPr27Wt6bMaMGWTLli3tOpXBREVFIStx4+fq6kr16tXZvXs3AJs3b6ZDhw4YDIY07lnGIT9nCSfva0kjn6NZk3zfk0beZ16efK69mIyfXp78nCWcvK8lXUb+LJWcUsls+fLlXL9+nRw5cnDp0iUGDBhAoUKF0rpb6drGjRvp0KGDqcpCVFQUzs7OXL58OY17lv5dvXqVFStW8O2339KvXz/atWtHuXLl0rpb6VZAQAADBgygcOHC+Pj4MG7cOPmQSwD5OUs8eV9LOvkczZrk+5548j6TdPK5ljgyfkoa+TlLPHlfezkZ9bNUglJCCCGEEEIIIYQQItXJ8j0hhBBCCCGEEEIIkeokKCWEEEIIIYQQQgghUp0EpYQQQgghhBBCCCFEqpOglBBCCCGEEEIIIYRIdRKUEkIIIYQQQgghhBCpToJSQgghhBBCCCGEECLVSVBKCCGEEEIIIYQQQqQ6CUoJIYQQQgghhBBCiFQnQSkhhBBCCCGEEEIIkeokKCWEEEIIIYQQQgghUp0EpYQQQgghhBBCCCFEqpOglBBCCCGEEEIIIYRIdRKUEkIIIYQQQgghhBCpToJSQgghhBBCCCGEECLVSVBKCCGEEEIIIYQQQqQ6CUoJIYQQQgghhBBCiFQnQSkhhEgB0dHRad0FIYQQQogMo02bNly/fh0Ao9GIn5+fRZuTJ0+mcq+EEClNglJCiDQTGhrKF198waNHj17Ydtq0aRw+fDjWbYMGDWL37t0v3Z+9e/cmed/Nmzezfv160/1q1aqxevXql+6TEEIIIURGd/78eXr37h3n9kuXLnHo0CHy5MkDgMFgoFSpUlStWtXsVq5cOXbu3Jla3RZCpAKbtO6AECLrcnR0pGDBgsycOZPBgwezb98+bt++zdWrVylQoADz58+nVKlSVKpUCVtbW+7du2dxjAsXLvD7779Tr14902OnTp0iLCyMd999N8F92bdvHw0aNGDPnj2UK1fuhe2Dg4P5999/2bdvH5s2bcLV1ZUPPviABg0a8PDhQ06cOEGFChUS/PxCCCGEEE+cOHGCnj17EhERQffu3QkKCuLw4cP06tWLatWqATqQ8/PPP1OwYEG2bNnCgwcPuHXrFgCjR49m8ODBfPfdd+TPn58bN27g7+/Pr7/+irOzs9lz7dy5k0OHDjF48OAk97dFixZcvXqVnDlzxttu165dVK9e3eLxhQsX8tNPP5EjRw5AB6Vy5szJnj17zNrlyZMn1v2FEBmXQSml0roTQoisZcqUKaxcuRKAR48eYWNjg4uLC3///TcjRoxg0KBBgJ7GPXXqVHLlyhXnsRo2bMjFixcpWLCg6bHTp0+TPXt2zpw5YxrcvEjr1q2pWbMmn376qdnjV69e5dSpUzRr1sz0WEBAAHv37qVAgQL8999/XLlyhTFjxpi2z5s3jzNnzjB+/HizY506dYq33norQf0RQgghRNY2bNgwgoODGTduHAC3bt2ifPnyXLhwASsrK+rWrcuGDRvInTs3MTExfPjhh2zcuBEXFxdAB3aCgoLInj07AF9//TUGg4FffvnF7Hm6dOnC3r17uXr1aqqe3xNRUVE0btyYDRs2EB4eTu/evfn1118pV64cFy9eNGvr5ubG/fv306SfQoiUITOlhBCprnPnzrRo0YK///6b5s2b4+fnR8OGDQkJCcHGxob79+/j5ubGW2+9ZQpInT17liJFiuDo6Gg6zvz58wkJCeHkyZOmx//77z8GDBjA9OnTExyQ2r9/P9u2bePBgwcsXLjQbNvly5exsrLigw8+IF++fAC4uLjQuHFjAO7evcuVK1fM9lm3bh03btygatWqpsdiYmI4ePAgBw4coGLFiol7wYQQQgiR5RUuXBgPDw9Onz7Njh07aNeuHblz5wbA2tqaIUOGcP78eSpVqhTr/tWqVbMISAHkypWL0NBQ0/grtS1evJjevXtjZWXF6tWruXfvHk5OThgMhlTvixAi9UlQSgiR6pycnHBycuLIkSMYDAYMBgNff/01dnZ2REdHU7x4ccqVK0dISAhbt24F9DK9L774giFDhgBw5swZVq9ezcaNG3FwcAAgPDycVatWsWHDBmxtbYmOjmb//v2mae6xeXJFbuXKldSoUcNs28WLF6lbty5btmwxBaTicubMGTw9PYmIiOD+/fucOHGCyMhIsmXLBuhA1a+//vrC4wghhBBCxCUoKIjcuXPz559/Wixtq1u3brz7+vn5mWZRPXHx4kVKlizJ+++/z4EDB2jRokUy9/ipiIgIvv76awYNGkShQoUAfXFv165djBw5kkOHDjF//nwWLVqEwWDg/v37Zhf4hBCZkwSlhBCp7ty5c+TPn5/WrVsTERHBiRMn+Oyzz5g6dSo9e/YkX7587NmzB6WU6SpZjx49+OCDDwC4f/8+nTt35ubNm2YDsNu3b+Pg4GBKWB4ZGcmJEye4dOkSHh4esfalV69euLu7Y2tra/b4nTt3aNWqFfPmzaNEiRJm2y5evMinn36KwWDAz8+PwMBAZs2aRf369XnzzTcZM2YMBoOBiRMnEh4ezrBhw/j777/566+/Ejx7SwghhBDiWatXr8bDw4NcuXLx4MEDPD09E7xvcHAws2bNYuTIkWaP7927l6pVqxIcHMzff/+d6KDU559/zp49e0wX3QICArh69aopP+fhw4d58803sbe3N+0zbtw4Jk6cCOi8WBcuXGDFihUEBQXx+eefkz9/fkAv1Xs+8JYWM7mEEClLglJCiFR35MgRfvjhB7y8vEyPLVu2DIBixYphZaULg27fvp1Vq1Yxffp0U7t79+6xcOFCfvvtNyZNmsTSpUtN24YNG0apUqVo06YNoINXbdq0iTMgNWHCBKpXr06LFi2oUaMGNWrUYPjw4Vy7do0WLVrw+++/mwJhzypZsiQLFy6kYMGC9OzZkzx58jBmzBiCg4MZO3as6aqewWAwBaE+/fRTCUgJIYQQIlFOnTrF9OnT+fPPP6lZsybr16/n9OnTuLq6Jmh525w5czAYDCxdupTPP/+cypUrm22/ePEi3bt3JyAggCVLliS6f1OnTjW7v2LFCmbPnm2a6V6qVCmWLl1qNuZ7VtWqVTl06BABAQH8+uuvZjk8hRBZg1Vad0AIkfXY2NjQqVMn9uzZw549e1i3bh25cuVi6dKl1KpVC2trawCUUjx69Mhs0GVvb8+AAQPMckslxebNm6lSpQrt2rUjW7Zs/PHHH/j6+rJz5046d+7MokWLYg1IPeHp6YlSirVr13LkyBF27tzJnTt3GDJkCBcvXiQ0NBQrKyucnJyIiYmxmG0lhBBCCPEib731Fj169CB37ty89dZbODo6YjAYeL5W1dixY2nYsCGfffaZqQIfQNeuXenduzcHDhzgn3/+YdiwYbE+z9tvv20av7yMGzduxBmAis+MGTNMhW6ioqJeqg9CiIxFZkoJIVKdlZWVKdB08uRJfv31V7Pp2kajEdD5nvLmzWu2r6ura7L04dllf0ajkfz585MnTx42btzI5s2bzYJeYWFhprxVz1q6dCn58uXjnXfeYcmSJZQrV46ePXsycuRIcuXKhbu7OwCzZ8+mXbt2puo3QgghhBCJ0bp1axYvXkzTpk0pWLAgvr6+ZtsHDhzI7Nmz6dGjB4ULF7bY38rKilGjRpE3b166du2Kh4cH165d4/79+6YZ6fny5ePQoUPx5uJ8kXPnzlGhQoUEtw8PD2fQoEE8fPiQTp064eXlRd26dalSpYrklBIii5CglBAi1UVFRWFnZ8eBAwcIDw9n/vz5HDp0iLFjx/LNN9+Yrv4FBASYJeSMiYkxO86uXbssBit79uwxDa4iIyNNAa64REZGMnr0aEaMGEGePHkoVaoU9erVM2tz8eJF+vTpY7qCB3oW19y5c+nXrx9Xr17lxx9/5JNPPqFDhw7s2rWL06dPM2/ePACaN29O165dWbRoETY28rYrhBBCiMRp3LgxvXv3JigoiIIFC+Ls7MylS5fMZmI7Ozvj5OQU5zFcXFxwdXXlyJEjeHh4sHfvXoYMGcKrr74KwJUrV/j777+THJSKiYlh48aNDBgwIN52Z8+e5bXXXgPA39+fZcuW8dlnn/H555+bFYSRnFJCZA3y15EQItVFRUXh7OxsWh63aNEi1q9fz8CBA4Gnwadz585RtGhR034RERFmx6levbpZTqnnhYaGcuzYMQCuXbvGK6+8YtpmNBr566+/GD9+PG+88QZeXl5cuXIl1uN88sknvP3222aPLVmyhE8++YTcuXNz5coVChYsyNq1a1mwYAE9e/Y0y/WQJ08e3njjDb777jt+/vnnBL1GQgghhBBPZM+enerVq7N69Wo6duxIy5Yt2b59e6LSAyilCAoKImfOnACcPn2aTp06mba/++67zJkzJ8l93LlzJx4eHpQuXTredjt27DAFpQoUKMC1a9fMZqRfu3YtUUnchRAZm+SUEkKkupCQEAoWLMjJkyeZPn06np6eLF26lNOnT3Pu3DlatWoF6JlQwcHB7N+/n0aNGiVqOjiAo6OjKaHntm3bTI/v37+fyZMnY2Njw65duxg1atQLj/UkzxXA48ePOXfuHJ9++ilKKdNsrGzZsvHXX3/FeoWwV69eTJ8+natXrybqHIQQQggh4OkSPoDevXszZ84cwsPDAX1B78GDB/Huv2bNGgoVKkSlSpUACAwMNMvbWaFCBf7991+LmekJERERwaBBgxgzZswL2549e9bsvr29PSdPnuSnn37iiy++4PTp06aiN0KIzE9mSgkhUt3ly5dp1qwZBQsWpEyZMoCuhLdq1SpeffVVxowZw4oVK3j99df56quvGDBgAKGhodSoUeOlnvOJypUrW1SfeZFnE4reuHHDlCj02aDUpEmTmDhxInZ2dhb7u7q6Ur9+fa5fv242+0sIIYQQ4nknT55ky5YthIWFcfjwYSpUqED9+vX59NNPGTduHF9//TU///wzvXr1onjx4gQHBzN79mzKlClDSEgIEydOBGD06NF4eHjg7+/P6dOn2bp1K46OjowcOZItW7bw999/8/777wP6YuDjx4/p2bMnM2bMSFB1P9CpENq3b0/Xrl2pWbOm2TY7OzvOnz9vSn7+4MEDVq5cSY8ePShbtizTpk1j+PDhFChQgFGjRpnl/IzLqVOnWLRoEWPHjk3EKyqESK8M6vnSDUIIkcL69u3Lr7/+CsB///3Hzz//zIcffki3bt2wsrJi69atLF26lOnTp5MtWzaUUtSvX5+iRYsyefJkQE85/+qrr9i+ffsLny8oKIgiRYqwfft2i2V4AA8fPqRw4cJUrFgx1v3Pnz/PrFmzaNSokcW25cuX888//zB69GguXLjA22+/TXR0NDY2NowfPx4nJyd69OgB6BlWT6bMCyGEEEJkdLdv32bo0KG0b9+e6tWrW2yfPn06o0aNwsHBAYPBgL+/P8WLF2fatGm88cYbXLp0ibVr1/L1119jZWXFrVu3qFy5Mm5ubrEWmXnCYDAwffp0SpYsmZKnJ4RIBRKUEkKkqjNnzhAWFoaLiwtHjhwhR44c1KlTB1tbW3x9fVm5ciX58uWjadOmZvvdvn2bCRMmmK78hYSEUK5cOWJiYuJN6gng5+dHwYIFWblypaki3rPu3LlD48aNOXr0aKz7f//997Rs2ZI333zTYtuSJUs4cOAAv//+u+mxNWvWMHXqVE6fPs306dNp0qTJi14WIYQQQogM5erVqxw/fpzGjRvHOktcCCESQoJSQohUFRkZGefA5d69exQoUCCVewTR0dEASaqM9++//xIREWFRBfD69eusXbuWvn37Jnj6uxBCCCGEEEJkJRKUEkIIIYQQQgghhBCpTsoaCCGEEEIIIYQQQohUJ9X3hBBCCCHSkL+/P/369cPLyws/Pz/Gjh2Lvb19vPvcvHmTIUOGUKRIEaKjoxk5cqQsFRZCCCFEhiPL94QQQggh0lCXLl1o1aoVderUYc2aNRw9epSRI0fGu0+NGjWYMmUKr776KhMnTiR79ux069YtlXoshBBCCJE8MnRQymg0cvfuXXLkyCFXB4UQQgiR7JRSBAUFkSNHDpydnZN9vBEcHEzp0qW5ceMGVlZWhIWFUbRoUby9vbGyij3LwtWrV2nZsiXHjx8H4MqVK7Rq1cp0/0Vk/CSEEEKIlPZkDFWwYME4xzSQwZfv3b17Fw8Pj7TuhhBCCCGygMePH+Ps7Jysxzx16hQlS5Y0DdYcHBxwdnbm2rVrFCtWLNZ9Dh48SLly5Uz3ixUrxqVLl4iIiCBbtmwW7SMiIoiIiDDdv3PnDqVLl07W8xBCCCGEiM3t27dxd3ePc3uGDkrlyJED0CeZ3INEIYQQQojAwEA8PDy4ffu2adyRnO7du0fu3LnNHnN1dcXHxyfOoFRs++TIkQNfX18KFixo0X706NEMHz7c4nEZPwkhhBAipTwZQ71o/JShg1JPppw7OzvLoEoIIYQQKSYllu4BREZG8nwmBaPRGG+i88Tu8+233/LVV1+Z7j8ZJMr4SQghhBAp7UXjpwwdlBJCCCGEyMjy58+Pn5+f2WMBAQG4ubnFu8/169fNHgsLCyNXrlyxts+WLVusy/qEEEIIIdJa3NmmhBBCCCFEiipbtixnz541zXwKCQnBaDRSoECBOPepUKECJ06cMN2/dOkSZcqUSemuCiGEEEIkOwlKCSGEEEKkEVdXV6pXr87u3bsB2Lx5Mx06dEApRdu2bTl27JjFPm+88QaOjo5cuXIFgL/++otu3bqlar+FEEIIIZJDpl++FxMTQ1RUVFp3I0OztrbGxsZGykYLIYQQKWDKlCkMGDCAv//+Gx8fH8aNG0dkZCSHDh3C29vbrNLeEwsXLmTYsGF4enoSERFB//79k7VPSimio6OJiYlJ1uOKhJGxlxBCiKzCoJ7PlJmBBAYGkjNnzjhLNAcHB+Pt7W2RDFQknqOjIwUKFMDOzi6tuyKEEEKkmheNNTKiF51TZGQk9+7dIzQ0NA16J56QsZcQQoiMLKFjqEw7UyomJgZvb28cHR3JmzevXGlKIqUUkZGRPHz4kOvXr1O8eHGsrGTVpxBCCJEZGY1Grl+/jrW1NQULFsTOzk7GUKlMxl5CCCGykkwblIqKikIpRd68eXFwcEjr7mRoDg4O2NracvPmTSIjI+MtUy2EEEKIjCsyMhKj0YiHhweOjo5p3Z0sS8ZeQgghsopMG5R6Qq7uJQ+5QieESO+ioyEgAPz9ISoK7OzA1lb/b2cHzs76vhDixeRzP+3J90AIkRqUUoSGhuLv709gYCDW1tbY2tpiZ2eHnZ0d9vb25MiRQ/6uFikm0welhBBCZA4xMXDjBly4oG/nz+v/vb11ICowMP79DQZwcwMPD3B31/+XLAnlysGbb4JMRBBCCCFEZvT48WMuXLhgup0/f57Lly/j6+uLn5/fCwuDOTk54e7ujoeHBx4eHnh6elKmTBnKlStHoUKFJGAlXooEpYQQQqRL0dFw4gTs3atv+/fD48cv3i9HDj0zKioKIiP1zWgEpeDePX07fNh8HxsbeOMNHaCqXBnq1IF8+VLmvIQQKU8pRXh4eLpK4RAWFoa9vb388SaESHE+Pj7s27ePPXv2sHfvXs6cOfPCfWxsbMiZMydGo5HIyEgiIyNNwaqQkBAuXrzIxYsXLfbLnz8/5cuX55133qFWrVpUqFABa2vrZD8nkXlJUCodUUpx+vRp3nzzzVi3nz17ltmzZzNx4sRU7pkQQqSOoCDYsAFWrIAdO/T9Z9nb69lNpUo9vXl5Qa5c4OoKLi6xL9GLiQFfX7h9W9+8veHWLThzBo4cgUePdADsxAmYPVvPqipfHurXh3r1dLBKVtIIkXGMHz+eNm3a4O7untZdMfHx8WHFihV8/fXXad0VIUQm8+TvyOXLl7NmzRrOnTtn0aZgwYK8+uqrlCpVilKlSlGiRAny589Prly5cHV1xcnJySJorpQiLCyMu3fvcvv2bdPt6tWrHD9+nDNnzvDgwQM2btzIxo0bGTZsGLly5aJOnTrUr1+f2rVrkzt37tR6GUQGJUGpdGTnzp307ds31kj23r17OXv2LCdOnEiDngkhRMoJCdGBqOXLYdMmCA9/us3FRc9cqlJF38qU0bOaEsvaWs98ypdPB5iepZQOVB09qgNU27bB8eP66yNHYNgwvdSvY0fo1AmKFk36uQohUt6qVavw8vJKVwEpAE9PT9zd3VmzZg1NmzZN6+4IITKBs2fPsmzZMpYvX24xi+mNN96gatWqVKlShQ8//JC8efMm+vgGgwFHR0eKFStGsWLFLLaHhYVx6tQpjh49yoEDB9i6dSt+fn4sXryYxYsXY21tTd26dencuTMNGjTAzs4uyecqMi+DUkqldSeSKjAwkJw5c/L48WOcnZ3NtoWHh3P9+nWKFCmSoSqWVK1alT179iR5e0rJqK+nECL9unwZpk6FefPMl+UVLw6tWkHTpjoIlRYzwO/dg82bdZBs2zbzGVsffgidO0PLluDklPp9E6krvrFGRpUZx09PhIaG0q5dO9asWWN6zN/fn379+uHl5YWfnx9jx45N0LmlxH5KKZo0acLSpUtfuLQwo38vhBApIzIyklWrVjFlyhT++ecf0+PZsmWjbt26tGzZMs1mKEVHR3Pw4EE2btzIpk2b+O+//0zbcufOTbt27ejSpQtvvfVWqvdNpL6EjqGyTFBKKQgNTZt+OjrqpSAJIUEpIURmFhOjgz2//w5btjx9/JVXoE0bHeh5662Ev2emhvBwWLdOB8+2bdMzq0AvF/ziC/jyS0jCxUeRQUhQKmOZNWsW1tbWdOnSxfRYly5daNWqFXXq1GHNmjUcPXqUkSNHvvBYKbXfjBkzsLOzo3PnzvEeJ6N/L4QQyevOnTvMnDmTGTNm8ODBA0DngapXrx6tW7emQYMG6e5z6sKFC8yfP58FCxZw79490+PVqlXjm2++oVatWpJnLxOToNRzH+QhIZA9e9r0Mzg44VfTq1atSp8+fbhy5Qrnz5+nR48eVKhQwWz7s0GphQsXMnv2bPbs2UN0dDS9e/cmX758DBs2DIBLly4xf/588ufPz927dxk+fHiSBjYyMBJCvAyjUS/PGz5cV8wDHXiqXx969YJatTJGziZvb1iwAObMgWvX9GMODtClC3z1lQ6uicxFglJPy4WnNkdHx0T/sVKnTh1mzZqFh4cHAMHBwZQuXZobN25gZWVFWFgYRYsWxdvbG6t43nRScr+bN2/Ss2dPNm3aFO+5yNhLCAFw69YtRo4cydy5c4mOjgZ0fqjPPvuMbt26UaBAgTTu4YtFR0ezbds25s2bx9q1a03nUaZMGQYOHEjLli2xSUp+BpGuJXQMlQH+BMhaHj16RPbs2RkwYAATJkygX79+8bb/5JNPTF/b2NjQqlUr0/2YmBj69u3L8OHD6dOnD2XKlGHs2LEp1nchhHie0aiTlr/5JrRtqwNSLi7w9ddw5QqsX68r3WWEgBSAuzsMHgyXLunzKl8ewsL0zK/ixXXOqdu307qXQiSv0NBQsmfPnuq3pATCrl69agpIAZw6dYqSJUuaAkIODg44Oztz7UlUOQ4puZ+npydXrlxJ9LkJIbIWb29vevXqRbFixZg5cybR0dFUrlyZ5cuXc+PGDYYOHZohAlLwdEbXihUruHr1Kn369MHR0ZGTJ0/y8ccfU6JECRYtWoTRaEzrroo0kEH+DHh5jo56xlJa3BwdE97P7NmzU7NmTQBcXFwICwsj/Nmsv4lw8OBBvLy8sP1/KaqaNWuy5dn1MkIIkYI2btQ5oVq1grNndTBqxAi4eRN++SVjzyqytoYWLeDwYdi5E2rX1gG4P/7QwalBgyAgIK17KUTWExMTY3b/3r17FnlVXF1d8fHxifc4Kb3fk1kCQgjxPF9fX/r06UPRokWZOnUqUVFRVK9enf3797Nv3z5atmxp+vsuIypcuDC//vort27d4scffyRPnjxcv36dTz75hHfeeYddu3aldRdFKssyc+QMhoyRkPb56dnOzs4EBATg5uaW6GN5e3tz//59li5dCujp9+WeLzslhBDJ7PJl6NtXJwkHcHaGfv30Yy4uadixFGAwQPXq+nbkCAwYAHv3ws8/w+zZ8P330LMnSLEZkZE5OjoSHBycJs+bWNbPVUaIjIzk+UwVRqPxhcvhUnq/5/sphBAxMTHMnDmTIUOG4OfnB8CHH37I8OHDqVq1atp2LgXkzp2b77//nv79+/Prr78yZswYjh8/To0aNahbty5jx47l9ddfT+tuilSQZYJSGVVwcDB58uSJt01cuQ3c3Nxwc3OjTZs2psfatm2brP0TQogngoNh5EiYMAEiI8HWFvr0gW+/hVy5UqcPSimCIoOIionCztoOW2tb7KztsDKk/MTgd96B3bv1DLGBA+H8eR2Imz4dZszQVfuEyIgMBgNOGeHKHjrPysOHD02lz/Pnz2/64+6JhFzsS8n9Hjx4gLu7+wvPRQiRdRw4cIAvv/ySkydPAvDGG28wYcIEatSokXqJwCMjdblha2s9iLOzAxubFK8+4+joyODBg+nWrRs//vgj06dPZ/PmzWzdutWUiiZ7WiWHFqlCglLpjI+PD8HBwWTPnh1fX1+8vLxemPTt2bW3u3fvNr1xvfvuu/zwww9ERUVha2tLTEwMGzZsoHHjxil6DkKIrGf1aujdG+7c0ffr1IFff4WSJZP3eYIigrjoe5ELjy5w/uF5LvhewDvQG/8wf/zD/fEP8ydGxVjsZ22wxsXeBY+cHng4e+Du7I6Hswcl85SkXIFyFM5ZOFkGfQYDNGigz3/ePBgyROfRqlIFPv0Uxo7VVfuEECmjcePG7Nixw3QRrmzZspw9exalFAaDgZCQEIxG4wvzsKTkftu2baNp06Yvf7JCiAzv0aNH9OvXj4ULFwI6fcuIESPo0aNH8ib+Nhrh1i09KLlwQV85u3wZfH3Bzw/8/SEkJPZ97e2hQAHw8Hh68/TUORreektXfEkGefPmZfLkyfTu3ZtBgwaxevVqJkyYwMqVK5k6dSr169dPlucR6Y8EpdKZOnXqMHfuXGxsbLhx4wa//fYbADt37uTSpUtcuXKFBQsWULZsWdN0xhYtWtC8eXO8vLxwc3Pj2LFj3Llzh0KFCjFhwgR69+6Np6cnVlZW9OjRIy1PTwiRyTx6BF98AcuW6fuvvAITJ0LDhslzYe3W41vsvbGXvTf17Ypf0pIDx6gYfMN88Q3z5eT9kxbb8zjmoXzB8pQrUI7KhStTxasK9jZJr3ZlYwPduum8U998A7Nm6eV8f/2lg3Vt2qT4hUchsqT27dvTo0cPU1DK1dWV6tWrs3v3bqpXr87mzZvp0KGDKQhdpkwZWrZsyXfffWd2nJTaD2DVqlXMmTMnJV8GIUQGsHr1anr27ImPjw8Gg4Fu3boxcuTIF66SSZCICDh0SOcU2LsX/v0XklpFNTwcrl/Xt+dZW8Nrr+nKL++8o8spv2TS0OLFi7Nq1So2b95Mz549uXnzJg0aNKBly5b89ttvGSa5u0g4g3p+4XsGktiSxiLp5PUUQjxvzRro0QN8fPSYZNAgPTPoZd4ioo3R7Lu5j+Vnl7P16lZuBNywaOOW3Y1SeUpRKncpSuUphZeLF7kccuHq4Kr/t3fFztqOKGMUkTGRpptvqC+3A29z+/FtvAO9uRV4izM+Z/jvwX9EG82TDjvYOFDjlRrUL16fesXrUThn4aSfFLB/P3z2mb4wCTpoN2cO/H+FkUjHElrOOCPJ7OOnqVOnUrx4cVPhmICAAAYMGEDhwoXx8fFh3LhxZMuWDYCRI0dy8OBB1q9fb3GclNhv8+bN3Lx5M0EXCTPD90IIYcnX15cvv/ySJUuWAPD6668zd+5c3nnnnZc78N27sGqVHqD9+68OJj3Lzg5KlIBSpfStRAnIn1/nWHB11becOfWsqshIfYuK0jOo7t7V5YWf3K5ehWPH4MEDy36ULAn16kH9+lC58ksl1gwJCeGHH35g4sSJGI1GXFxcmD59Oq1bt07yMUXqSegYSoJSIkHk9RRCPOHnp5fqLVqk77/2Gsyfry+SJUWMMcYUiFp1fhUPQx+atlkbrClXsBxVPKtQxbMKlTwqkcsheRNUhUeHc/rBaY7ePcqRu0fYdnUbd4LumLUpV6Acncp04uM3Pk7y80dE6AToI0fqcV7+/Pp1q1MnGU5CpBgJSmVMQ4cOpXfv3i+ccbBhwwYePHhA165dE3X8pOzn4+PDpEmT+OmnnxLUPrN8L4QQT/311190796dBw8eYG1tzaBBg/j+++9NgetEu3dPB6KWL4cDB+DZP+3z5YOqVXUOgQ8/1IGo5FwSqJQOVh09qm8HDujbs9VFc+TQZZg7d4b33kvyNPETJ07QrVs3jh07BuhZsVOmTMk0n8uZlQSl5IM8WcnrKYQA+OcfvfTs9m2wstJL0374AZIylnoY8pDZx2cz7eg0bgfeNj2eyyEXzUo1o+mrTalcuDI5suVIxjN4MaUUp31Os/HSRjZd2cQ/t//BqHTuPjtrOxqXbEznMp2pWbQmNlaJH9ydOgUffwznzun7vXvrYJW8taZPEpTKmKKjowkODsYlnpKfISEh/PHHH3z++eeJOnZS9/P39ydHjhwJzhOTWb4XQgj9+9y/f3+mTp0KQOnSpZk/f37SZkcppSurTJ6s8wI8k1+YSpWgZUuoW1fPWErtXAGPH8P27boE86ZN5jOpiheHTp2gQwdIQrGHqKgoRowYwciRIzEajRQpUoSFCxfy3nvvJV//RbKSoJR8kCcreT2FyNqMRhg/XlfSi4nR44qFC6FChcQf6+jdo0w5PIWlZ5YSERMBgKu9K81ebUbL0i2pXqQ6tta2yXwGSfco9BGLTy9m3sl5ZvmoirgUoX+l/nR+uzOOtokrXR8Wpiv0TZmi77/+OixZov8X6YsEpURake+FEJnDlStXaNWqFSdOnABgwIAB/Pjjj4n/vQ4Kgj//1IOHJ/kAACpWhNatdSJLD49k7PlLMhr1zKl582DFiqeJ1K2t9eypgQN1svREOnDgAO3bt+fGjRtYWVnx/fff8/3332NtbZ28/RcvTYJS8kGerOT1FCLrevQIOnbUF7wA2raFGTP0jOzE2H19Nz/s+YH9t/abHitfsDxfvPMFrV9v/VKJxVPLyfsnmXdiHgtPL8QvTJd9z+OYh94VevP5O5+T2zF3oo63aZOe0e7jA46OMHeuHleK9EOCUiKtyPdCiIxv2bJldOvWjaCgIPLkycOff/5JncSu2/f311VkfvsNAgP1Y9mz6xlHvXpB6dLJ3/HkFhysA1Pz5ulEm0/UqqWn3VerlqhZXY8fP+aLL74wVS2sVasWixcvJnfuxI3DRMpK6BjKKhX7JIQQIoP59199EWvTJr1Eb+ZMnUsqMQGpfTf3Ue2PalRfUJ39t/ZjZ21H+zfbc+jTQxzpdoSOZTpmiIAUQBm3MvxW9zdu97vNlLpT8HLx4lHoI4buGYrnr558s/0bAsIDEny8evXg9Gn46CNdFKdNG/jqK51XVAghhBAZU2RkJJ9//jlt2rQhKCiIypUrc/LkycQFpB4/huHDoUgRGDFCB6RKltTL9u7cgd9/zxgBKdBBtM6dYd8+OH5cX+G0soJt26BGDT3ba8eOBB8uZ86c/Pnnn/z55584ODiwbds2ypUrx/Hjx1PwJERKkaCUEEKIWM2fr/Nj3rmjC7QcOgTduiX8QtbhO4f5aMFHVJlfhT039mBnbccX73zBtd7XWNB0ARUKJWHtXzrhaOtIrwq9uPzlZZY0X0IZtzKERIUw9p+xFJ1UlIn/TiQiOiJBx8qXD7Zs0dULQV8MrVkz9oI2QgghhEjffHx8qFGjBtOmTQNg8ODB7Nq1i0KFCiXsAKGhuiqKlxcMG6aDU6+/DitX6oSUX3wBGXnm7ttvw+LFcOWKnunl4ABHjujBT9268N9/CT7UJ598wsGDBylatCg3b97k/fffZ/78+SnXd5EikjUo5e/vT6dOnRg2bBi9e/cm/PkylLG4efMm7du3Z+jQoQwePJgMvJpQCCEyhZgY6N9fX9CKjISmTXVRlbfeStj+D4If0GVdFyrOrsjO6zuxtbKlR7keXPnyCpPrTaaQcwIHZRmAjZUNbV5vw/Hux1nfdj2l85bGL8yPr7Z9xau/v8rSM0tNSdLjY20No0frAjrZs8PevVC2LBw+nAonIYQQQohkcerUKd555x0OHDiAs7MzGzduZOTIkQkrcKCUHgi8+ioMGQIBAfrrZct0lZTmzfXsosyiSBGdH+vGDV31xcZGX6UrUwa6dAFv7wQd5s033+To0aPUr1+f8PBwOnfuzOeff06UTDvPMJL1p7p///60adOGYcOGUa1aNUaMGPHCfbp06cLgwYP58ccfyZs3L7Nnz07OLgkhhEiEgABo0AAmTND3hw7VF+YSslwvKiaKif9OpMSUEsw7OQ+ADm914NKXl5jWYBoeOdNR8s1kZjAYaFCiAad6nGJ2w9kUyF6A6wHXabuqLZXnVeasz9kEHadZM32xsFQpXWW5ShU9PhVCCCFE+rZ69Wree+89bt26RfHixTl06BD16tVL2M7nzumZQi1awK1bOmH5woV6jX+rVpkrGPW8fPl0vqzz53XlQKV07qkSJWDs2ATlNHBxceGvv/5i+PDhGAwGpk2bRr169Xj8+HEqnIB4WcmW6Dw4OJjSpUubsuCHhYVRtGhRvL29sYrjl+jq1au0bNnStPbzSWWCuNaCRkREEBHxdDlEYGAgHh4ekqgzFcjrKUTmd/kyNGwIFy/qmdR//KHHBgmx7+Y+em7sybmH5wAoV6Ack+tOppJHpeTtpFJw+zZcuKBv58/r9YX+/vrm56f/j4wEOzvzm4uLHuR5eOhSxB4eOjdDmTLg5JSs3QyJDGHiwYn8/PfPBEcGY2tly8D3BzLkwyEJyp8VFKTTLWzcqO+PHQtff536lZ2FJDrPqJRShIeH4+DgkNZdMQkLC8Pe3h5DAn+RM8v3QojMTinFTz/9xNChQwGoWbMmy5Ytw9XV9cU7h4ToK4CTJkF0tE7gOXCgTv6d3GMTQrjIRS5wgfOc5wpX8MUXP/zw//+/xzzGGmvsnvlnjz0FKIDHM/888eQt3qIIRTCQzIOTQ4f0oOfAAX3/zTdh1qwEl3xev349bdu2JSQkhNKlS7Nx40a8vLySt48iQRI8hlLJ5MCBA+qjjz4ye6xkyZLq8uXLce6zcOFC9emnn5o95uTkpMLDw2Nt/8MPPyjA4vb48WOLtmFhYercuXMqLCwsCWcjnievpxCZ26FDSuXJoxQo5e6u1LFjCdsvOCJYfbnpS8UwFMNQecbmUTOPzlTRMdHJ07GgIKW2blVq8GCl3n9fKScn3cnkvFlZKfXaa0p17KjUpElKnTihlNGYLN2/FXBLNVrSyPT6FJtUTO28tjNB+0ZFKfXFF0+72b27UpGRydItkQiPHz+Oc6yRUcV3Tpnl8/6XX35Rt2/fTutumLlx44b65ZdfEtw+s3wvhMjMoqKiVJcuXUx/l/bp00dFRUUlbOe9e5V65ZWnH/SNGyt19Wqy9MuojOqCuqBmqBnqY/Wx8lJeihT456pcVU1VU32rvlWr1Wrlr/yTpf/KaFRq3jylcuXSr43BoNSXXyqVwM/i48ePq4IFCypA5c+fXx06dCh5+iUSJaFjqAQsbk2Ye/fuWZRgdHV1xcfHh2LFiiV4nxw5cuDr60vBggUt2n/77bd89dVXpvtPZkoJIYRIuk2b9Iyo0FAoXx7Wrwc3txfvt//mfjqv68xV/6sAfPr2p4ytORZXhwRcGYzP2bOwfDls3QrHjukrh8+ysYHixfUat1KldCLQXLnA1fXp/3Z2erp3ZOTTm6+vnmV1+7bOU3DrFpw5o2danT2rb3/8oZ+jQAFdGq9+fV0aLzHlBp/hkdODta3XsubCGr7c/CVX/K5QY0ENPn37UybWmUh2u+xx7mtjowvsFC8OffvqyofXr+uKyjlzJqk7QmQJq1atwsvLC3d397TuihlPT0/c3d1Zs2YNTZs2TevuCCFeUkhICK1bt2bjxo1YWVkxbdo0unfv/uIdQ0Nh8GA9O0opPXN7xgyd5Ptl+kMIG9nIGtawhz3c575Fm7zkpdT//5WgBPnJTy5y4fr/fznJiREjkf//F0UUIYRwl7vcfubfVa5ymtP448/2//8DsMaa93mfetSjPvV5jdeSNpPKYIBOnfQ4rH9/+PNPPShas0aP1apXj3f3t99+m0OHDtGgQQNOnTpF1apVWbhwIc2aNUt8X0SKS7agVGRkpEWScqPRGO9048Tuky1bNrJly5ak/imlCI0KTdK+L8vR1jHBU7WFECI1zZunK+rFxEDt2jp/VPa44yQAhEaFMmTXEH49+CsKhbuzO7MbzqZ2sdpJ78jZszrasny5XpL3LE9PnVypShV47z0oWhRsbZP+XM+7d08Hv44e1Qmd9u7Vj82Zo2+2tjrPQ6dO0KiRnlqfCAaDgWavNqNGkRoM3jmYaUenMfvEbPbe3MuiZot4p9A78e7fu7eOu7VtC9u3Q7VqOg9ovnxJP2UhMqvQ0FAWLlzImjVrTI9du3aNbdu2MXr0aG7evJngY/n7+9OvXz+8vLzw8/Nj7NixCVpGF99+rVu3pkmTJtSpUyddLS0UQiTOw4cPadCgAYcPH8bBwYFly5bRsGHDF+/49996PHHlir7/6acwblySrzaFEMImNrGc5WxkI2GEmbZlIxsVqUhVqvIhH1KGMuQmdzxHS5xIIjnDGY7+/98BDnCe8+z7/79BDMITT9rRjk50ojjFE/8kefPCggXQvj306AHXrumLhV9/DSNGxDsmc3d3Z//+/bRu3ZrNmzfTokULpk+fnrDAoUhVyZZTaufOnYwZM4bt27ebHitZsiS7d++OddYTwJw5czh48CCzZs0yPebs7ExgYGCCnjMxORFCIkPIPvoFf2mlkOBvg3GyS/ia4Bs3bvDnn3/i7u7OsWPHCAsLo3DhwgQGBnLs2DGmT5/OunXrWLp0KYsXL+bVV1/l/v37/PbbbxQoUIAbN24wZMgQcuXKBcClS5eYP38++fPn5+7duwwfPhx7e3tGjBjBxYsXefPNNwkPD+fatWvMmjUL21j+2JO8BkJkLkrpasPff6/vd+gAs2e/ONZz7uE5Wq1oxdmHOnF3lzJdmFB7AjntkzCYCguDpUt15ZVncwna2ekIWdOm+kqYp2fij/0yIiJg3z6d0GnTJp1s64lcueDjj3VpwrffTlKSp93Xd9NhbQe8A72xsbJheNXhfPP+N1hbWce737Fj+iLqw4c69+f27VC4cKKfXiSS5JTKWGbNmoW1tTVdunSx2Fa4cGFu3bqV4GN16dKFVq1aUadOHdasWcPRo0cZOXLkS+83Y8YM7Ozs6Ny5c7zHyejfCyEyq+vXr1O7dm0uX75Mrly52LBhA5UqvSCHZkyMHngNHw5GIxQqpAdedeokqQ9nOMPv/M6f/EkIIabHX+EVWtKSutSlIhWxJ3XfO65znU3//7eLXYQTbtr2AR/Qmc60pCU5SMIM9JAQ+OorPXUcdE7QxYt1hcJ4REdH06tXL2b+f7/Ro0czaNCgxD+/SLRUzynl5+enChQooIz/z8MRHBysihUrZrofm//++0+VK1fOdP/ixYuqcuXKCX7OxORECI4INuX0SO1bcERwgs9JKaXatWungoKClFJKTZ8+XS1fvtyUZ6tcuXJq2rRpSiml1qxZo+7fv6+UUqpJkybK399fKaXUP//8ozp37qyUUio6OlrVrVtXRf4/EcnixYvV8OHDlVJKXb9+XZUoUUI9evRIKaXUuHHj1JYtW2Ltk+Q1ECLziIlRqnfvpykMvv02YSmU5p+YrxxHOiqGodzGuamNlzYmrQPXrik1YMDTPAGglK2tUg0aKLVggVIBAUk7bko5f17ntCpUyDwX1TvvKLVihVLRic+f5Rfqp1oub2n6nKg8t7K6GXDzhftdvKhU4cJPc3+dP5+UExKJITmllH6DCA5O/VsScrvVrl1b3bp1K9Ztnp6eCT5OUFCQ8vDwUDExMUoppUJDQ1WBAgVM919mvxs3bqi6deu+sA8y9hIi/Tlz5oxyc3NTgPL09FTnE/JBfO+eUtWrPx0/dOig1P//bkuMSBWpVqgVqoqqYpbXqYgqor5R36ij6qgyquTJiZkcQlWoWq6Wq7qqrrJSVqb+Oikn1Uf1UTfVi8c9sVq7VqncufVraW+v1NSpL/y8MBqN6ttvvzXl/howYEC8cQqRPBI6hkq2oJRSOpiyc6dO4LpixQr1448/qpiYGNWmTRt19OjRWPepXLmyKRn6L7/8ohYsWJDg50vMoMpoNKrgiOA0uSX2B75mzZqmr7ds2aLGjh1rul+oUCGLRPDe3t4Wg5vixYsrpXQC+p49e5oef/jwoapUqZJSSgelOnbsaNo2b948NX/+/Fj7JAMjITKHmBilunV7Oi6aNOnF+wRHBKtOazuZAigfLfhI3Q+6n/gnP31aqRYtdLLKJx3w9FTq55+Vevgw8cdLbdHRSm3ZolTr1kply/b0HIoXV2rGDKUS+f5oNBrV/BPzVfZR2RXDULl/zq22X93+wv1u3VKqVCn91HnyKBXHx6tIJhKUUjpAlNwFBhJyC07cRT2llCpWrFic2xITlEpKAZ/E7PdknBYfGXsJkb4cP35c5c6dWwHqjTfeUHfu3HnxTjt3KpU/v35Pc3RU6o8/Ev284Spc/a5+V+7K3RTYsVbWqrlqrnar3ekqEBUXb+WtxqgxqqQqaToHG2Wj2qv26rQ6nfgD3r2rVK1aTz8vPv44QZ8Zv/zyiykw1bVrVxWdhAuLIuESOoaySs7pWVOmTGHJkiWMGDGCvXv3MnDgQCIjIzl06BDe3t6x7rNw4UJGjRrF8OHD8fPz45NPPknOLpkYDAac7JzS5JbYfFJvv/02Fy5cAODEiRNUfyaRW7FixSzyanl7exMUFMTSpUtNt/fff9+07f79+6bHt2/fTrly5eJ8bpU8qzmFEOlQdLROYzBrFlhZwfz58OWX8e9z/uF5KsyuwPyT87EyWPFj1R/Z0m4L+bPnT/gTnz8Pbdrokr4rV+rhQ61asG4dXL2qSx/nyfMyp5Y6rK31ssKlS3Wy9O+/10nVL1+Gzz7TiZ8mTNDL/xLAYDDQsUxHTvU4RbkC5fAN86X2wtr8fODneN+LPTxg/34oVw4ePdI5pvbtS6ZzFCKDi4mJSZbjxFfAJzn2i36+gIMQIl07dOgQ1atXx9fXl/Lly7Nnz544U9QAeone8OE6/9GDB/Daazp3ZYcOCX7OSCKZwQyKU5xe9MIbb/KRjyEM4QY3WMlKqlI1aYnEU1khCvEN33Ce82xhC9WoRjTR/MmfvMEbNKQhpziV8AMWKACbN8P48Xp8tngxVKqkx5Xx+Prrr5k9ezZWVlbMmTOHNm3aEBUV9ZJnJ15WsiU6B3BxcTHLD/XEtWvX4tyncOHCzJ07Nzm7keGVKFGCjRs3cuLECcqUKRNvEAnAzc2NHDly0KZNG9NjT752c3PDzc3NbFvbtm1TpuNCiHQrMhLatdMxIWtrWLQIWreOf5+NlzbSdlVbgiKDcMvuxpLmS6jqVTXhT3rlCvzwAyxZogNRAC1a6Mdefz3J55Iu5M0LP/6oA2qzZ+tg1O3bukLM5Mk6b0SbNjr69wKvuL7CgS4H+Hzj58w7OY9BOwdx+O5h5jWeh3O22Nff58kDu3ZB48awZ4/ONbVpk84FL0Syc3SE4OC0ed5EsraOPzdbQiWlgE9i9kuufgohUt6+ffuoX78+wcHBvP/++2zcuJGc8SUmDwrSibnXrdP3u3bVlfYS+J4WQwzzmMdP/MRNdHGGQhRiMIPpSleykbTCX+mBAQO1///vCEcYy1hWsYoNbGAjG+lAB0YwAg88XnwwKyudY6p8eWjVCk6f1l8vXKir9sWha9euuLi48PHHH7Ny5UpiYmJYunQpdnZ2yXimIjGSdaaUSB6HDh3i5s2bBAQEYGdnR1hYWLztPT09iYqKwt/f3/TYqlWrAHj33Xc5d+6cKQIcExPDuidvkEKILCE8XMeCVq7UOcRXrYo/IKWUYuzfY2m4pCFBkUF86PkhJz87mfCAVHAwfPutviq4eLEOSDVtCqdO6Qp7GT0g9azs2aFvX31lbvZsKFgQbtzQEcAKFWD37gQdxt7GnjmN5jC9/nRsrWxZfX41FWdX5OKji3Hu4+ysA1G1a+vq0vXq6QCVEMnOYAAnp9S/JaGQQMGCBXn48OFLn3L+/Pnx8/MzeywgIAA3N7eX3u/Bgwe4u7u/dB+FEClvx44d1KlTh+DgYKpXr86WLVviD0hdv64rBa9bpwdd8+bp8UECA1L72U85ytGNbtzkJm64MYlJXOEKn/N5hg5IPe8d3mEFK7jIRVrTGoXiD/6gBCUYxCAe8zhhB/rwQ10NplIlCAiABg2eJpSPQ/PmzVm7di3ZsmVjzZo1tG7dmsjIyOQ5MZFoEpRKZyIjI3Fzc2P06NHUrl0bPz8/6tSpw5EjR5g6dSpXrlxhwYIFXLp0yWy/GTNmMHjwYEaPHs3YsWOpWLEiANmyZWPChAn07t2bMWPGMH78eKpVqwbAypUrOXHiBNeuXSMkJIQtW7awefNmgtPiaqgQIkVEREDz5rB+Pdjb6zFS48Zxtw+PDqfj2o58s+MbFIruZbuzvf32hC3XU0oHoUqWhDFj9PSsWrX0QGH1ar18L7OytdVXQi9f1rOkcuTQ5129ug7IxbGE/VkGg4HPyn/G/s77KZSjEBceXeDdOe+y58aeOPdxcIC1a58GpurXl8CUyNoaN27Mjh07Xvo4ZcuW5ezZs6ZZTyEhIRiNRgoUKPDS+23bto2mTZu+dB+FEClrx44dNGjQgLCwMOrWrcuGDRvInj2eau5798I778CZM+Dmpu936pSg57rDHdrRjg/5kFOcwgUXxjOea1zjS75M9Sp6qak4xVnKUg5xiA/5kHDC+ZmfKUYx/uAPFAlIL1OokB4Aff65vj9smL5AGB4e5y5169Y1BabWrl1Lq1atJDCVVlI6uVVKSnSizgzg5MmTqlevXmaPNWvWTAUGBqZRj7SM+noKkZVFRirVuLHO/+jgoHNtxudu4F1VYVYFxTCU9XBrNeXQlIQXajh9WqnKlZ8mnHzlFaXWrUtS9axM4cEDpb74QikbG/165Mihs8onMKHm/aD7qtLsSophKNsfbdX8E7EXoXgiLEypOnWefq937UqOkxBKSaLzjMbHx0c1a9Ys1m0FCxa0eE9766231E8//RRr+9gK+Lzsfkop1bhxY1Pl4/hk9O+FEBnZnj17lIODgwJUo0aNLApNWZgx4+lnfrlySt2+naDniVSR6mf1s3JSTgqFMiiD6q66Kx/lkwxnkfEYlVH9pf5Sr6pXTQnRq6vq6pK6lPCDzJnz9Hvx3ntK+cT/Wm7ZskVly5ZNAapx48YqIiLiJc9CPJEmic7Fy3vzzTfx8PBg0qRJLFq0iOnTp9OsWTNy5MiR1l0TQmQg0dH6AtG6dZAtG/z1l560E5eLjy5SaU4lDt85jKu9K1s/2UqvCr1eXKghOlrPDCpbVmffdnCAESPg7Flo1ChJy28yhXz5dG6pEyf0dPKgIOjdW0/pP/XiRJ75s+dnZ4edtH6tNVHGKDqt68TQ3UPjTIBubw9r1ujcUmFhMmNKZF158+alRo0abN++3fTY1atXGTNmDHfv3qV///4cO3bMtK1ly5YcPHgw1mPFVsDnZffbvHkzderUsUiGLoRIP/755x/q169PWFgY9erVY/ny5RaFpkyUgsGDdcGT6GidT3L/fkjAEt0znKESlfiGbwghhEpU4ghHmMEM8pI3mc8qYzBgMCU9/5mfccCBXeziDd5gJCOJJAEzmbp0ga1bwcUF/vlHj8Muxp0OoXbt2qxbt45s2bKxbt06WrZsKcnPU1vqxMhSRma+0pfeyOspRMYRHa1Uu3b6ApGtrVIbN8bf/p9b/6hcP+dSDEMVn1RcXfaNv+S5yZkzSpUv/3R2VMOGSt28+fInkNnExCg1dapSzs76dbK2Vuq77/RUthftaoxRg3cMVgxDMQzVdmVbFRYV9/twWJhS9erpp8meXamDB5PzRLImmSmVMX3//ffq4cOHL2y3fv16NXv27EQfPyn7PXjwQH333XcJbp9ZvhdCZCSHDh1Szs7OClAfffRR/L9/kZFKdejwdBw0fHiCZohHqSg1So1SdspOoVCuylXNU/NUjIpJxjPJHK6qq6qmqmmaNfWaek2dUCcStvO5c0oVKaK/N66uSu3ZE2/zrVu3Knt7ewWoNm3aqOgEzm4XcZOZUkIIkQUZjfDpp7q6no2Nziter17c7f+6+Bc1FtTAL8yPCoUq8HeXvymWq1j8TxIdrXNGlS2ryxu7uMCff+ppWYULJ+v5ZApWVtCzJ5w/rxN8xcTo2WXvv69zUMW3q8GKkTVGMqfRHGysbFhyZgn1FtUjKCIo1vb29jqRfY0aOt983brw338pcVJCpG9Dhw7Fxib+ItMhISHcunWLrl27JurYSd3P1taWYcOGJWofIUTqOX78OLVr1yYwMJAqVaqwbt26uCtuBgdDw4awYIEuazxnDgwd+sIZ4uc4x3u8x2AGE0kkDWjAWc7SiU5YSbpnC6/wClvZykIWkoc8nOUsFajAOMZhJO5E5gC8+iocPAjvvgv+/jrP6erVcTavVasWq1evxtbWlqVLl9KjR484Z6iL5CU/+UIIkUkoBX36wPz5Og6yeHH8Sc1nHZtF02VNCYsOo17xeuzqsIu8Ti+YLu7tDdWq6ep6kZF6ndjZs/DJJ1l3qV5CFSyoSyAuX64DeUeOwNtv64HsCwY9Xd7uwpZ2W8hhl4PdN3ZTfUF1HoU+irWtvb1Ofl6p0tMx2HO1MYTI9GxsbHBxcYm3jZOTE58/SYqbCEndz9XV9YWBMiFE2rhw4QK1atUiICCA9957jw0bNuAYV8W8Bw+galW9RMzRUV+U69Il3uMrFDOYQVnKcoQj5CQnf/AHf/EXBYi/gEJWZ8BAO9pxnvM0pjFRRDGAAdSiFne4E//O+fLBrl36omBkJLRsCXPnxtm8bt26LFq0CCsrK2bPnk3//v0lMJUKJCglhBCZxI8/wpQpOjb0xx/6czcuo/aPovuG7hiVkS5lurCuzTqc7Jzif4LNm6FMGThwQFeXmzdPl/UrWDBZzyPTa9lST1+qWhVCQvTUthYtwNc33t1qvFKD3R13k8cxD0fvHqXyvMp4B8Ze1S97dti0SX+7HjyAjz6CW7eS/1SEEEKIjO727dvUrFkTX19fypcvz6ZNm+KusnfzJnzwga6wmycP7N6tL9DFI5BA2tKWHvQgggjqUIeznKUDHTAgF/QSKg95WMMaZjITRxzZyU7e5E1WE/fsJ0DnO122TFdJNhr1/+PHx9m8ZcuWzJ49G4CJEyfy448/JudpiFhIUEoIITKBqVN19VuASZP0xKXYKKUYsmsI3+36DoDvKn/H7EazsbGK5+p9VBQMGqTXAfr66mV7x4/rMscyOyppPDxg504YOxZsbfV08nLl9Osaj3IFy7G/837cnd258OgC7899n8u+sS8BdHHRF3FLloTbt/WSvvv3U+BchBBCiAzq0aNH1KpVC29vb0qWLMnmzZvJmTNn7I2vXIEPP9T/e3nB339DhQrxHv8EJyhHOZaxDBts+IVf2MhGClEo+U8mCzBgoBvdTK+rH340pzlf8RVRxJOc3NoaZs2CAQP0/a+/hu++i3OmeufOnfntt98AGDZsGBMmTEjuUxHPkKCUEEJkcEuXwhdf6K9/+OHp189TSvH1tq8ZuX8kAL/U/IWfqv8Uf4W9J8v1fv5Z3//iC13JpNgL8k6JF7Oy0oOjgwf163nzpq7ON29evLuVylOKv7v8TYncJbj1+BYfzPuAU/djr+iXLx/s2AGennoMXb++LgQohBBCZHVBQUHUq1ePCxcu4O7uzrZt28iTJ0/sjc+f1wGpW7egRAk9a7xEiTiPrVBMZzqVqMQVruCBB/vYx9d8LbmjkkEJSvAP/zAQXd10IhP5iI94wIO4dzIY9MXAMWP0/VGjoFcvPXsqFr179+ann34CoH///ixcuDBZz0E8Jb8RQgiRgW3dCu3b6ws9vXrpoFRsjMpIr029mHBQX+mZXHcyX7/3dfwH//dfKF9eXwl0dtZZ0ydPhrjKIoukKVtW55dq0AAiInReip499ddxKJyzMPs77+dtt7fxCfGh+oLqnLx/Mta27u46MJU3r56I9SStghBCCJFVRURE0KxZM44cOULu3LnZtm0bheMq1nLqFFSpAvfuweuvw759UCjumU6RRNKNbvSkJxFE0JCGnOQklaiUQmeTNdlhx8/8zGpWk4Mc7GMfZSnLv/wb/47ffAMzZugg1bRp8NlncQamBg8ezFdffQXo2VPbtm1L7tMQSFAq0wkPD+eSZLQVIks4fBiaNdPF8Nq00cv2Ypv0FGOMoetfXZl2dBoGDMxuOJsvKsQxneqJ+fN1zqMHD+DNN3U0o0WLlDgNAXqt3bp1OjGYwQDTp+sB8J24E3jmc8rH7o67qVCoAn5hftRYUIMT907E2rZYMZ1jyskJtm/Xca84xl8ilfn7+9OpUyeGDRtG7969CQ8PT9B+7du3x93d3XRr1qxZCvdUCCEyB6PRSIcOHdixYwdOTk5s2rSJV199NfbGR4/qGeMPH+qLSLt3Q/78cR7bBx9qUIM5zMEKK8YylnWsIxe5UuhsRFOacoQjvMqr3OUuVajCNKbFv1P37rpytJUVzJ4dZ2DKYDDwyy+/0LZtW6Kjo2nevDnHX5BqQSSeBKUykcDAQPr168fixYvTuitCiBR29aqeWBMaCrVr68TmVrG8o8cYY+i8rjPzT87H2mDNwmYL6Vo2njLmMTHQvz907qyn0zRtqmdKFS2acicjNCsr+P572LhRB6kOHdK5Kk7EHmgCyGmfk22fbKNioYovDEyVL6+L/9nYwKJFOk2YSHv9+/enTZs2DBs2jGrVqjFixIgE7VepUiW8vb1Nt9XxlLnOipRShIWFpXU3zISFhUkVJyHSgYEDB7J8+XJsbW1Zs2YNFeLKC3X0qE7I6O8P776rc0HGtbwPOMUp3uEdDnAAZ5zZwAYGMECSmaeCkpTkEIdoQQuiiOJzPqc3vYkhJu6d2rUzD0x17x5rYMrKyop58+ZRo0YNgoODqVu3LteuXUvBs8l6JCiViTg7O9O6deu07oYQIoU9egR16z69aLdyJdjZWbYzKiOfbfiMP//7E2uDNctaLOPjNz6O+8CPH+tI15NkjkOH6oPHVYFGpIy6dXVVn9Kl4e5dqFwZNmyIs3lO+5xs/WQr77q/i3+4PzUW1OD4vdiv4tWpA3Pm6K9/+QV+/TUF+i8SLDg4mB07dlCrVi0A6tSpw7x58zAmYBqbjU08xQmeExERQWBgoNktsxs/fjy+L6homdp8fHwYH0/FJyFEyps8ebLp93D+/PnUrFkz9oYnT0KtWhAYqD+Ht23TF4zisIY1vMd73OIWxSnOIQ5Rl7rJfwIiTjnIwXKWMwadM2oyk2lCE4IJjnunjz9+GpiaMwe6dYs1MJUtWzZWr15NmTJl8PHxoXbt2vj4+KTUqWQ5WScopZQuvZ0WN7kqJoRIJmFh0LgxXL4MhQvrWEVsMSOlFF9s+oI5J+ZgZbBicfPFNC/dPO4D37mjSxxv2aJL5y5fDsOHxz79SqS8V17RM9Q++kh/jjRuDFOmxNn8+cDURws+inPGVIcOT3N89uunU4WJtHHq1ClKliyJ1f9/zxwcHHB2dk7QFdiQkBC++uorevToQfPmzeMdHI8ePZqcOXOabh4eHsl2DunRqlWr8PLywt3dPa27YsbT0xN3d3fWrFmT1l0RIktat24dffr0AWDUqFF8/HEcF+rOnNGfv/7+UKmSnsGcI0ecx/2VX2lGM0IJpSY1OcQhSlEqJU5BvIABA9/wDStYgT32bGADH/Ihd7kb904ffwwLF+ox79y58OmnsQamnJ2d2bRpE15eXly5coUGDRoQGhqagmeTdST8MltGFxqadlf7g4N1Io8X2Lt3L3/99RfHjh1j+vTprFu3jqVLl7J48WJcXV357bffKFCgADdu3GDIkCHkyqXXJh87dow5c+bg5eWFv78/2SQJsRCZktGoAwr//AM5c8LmzVCggGU7pRT9tvYz5ZD6o8kftHqtVdwHPndOT6G5fVsfcMMGPQVLpC0XF50IqmdPffXuyy/1us1x43Rp4+c4Z3Nm6ydbqbOwDv96/0uthbXY12kfr+a1zJMxcKCOQ06erH+mPDz0ygSRMjZs2MCBAwcsHndyciJ37txmj7m6uuLj40OxF1S4PH78OLNmzcLe3p4NGzYwaNAg5s6dG2vbb7/91pSoFfRy/8wamAoNDWXhwoVmgR9/f3/69euHl5cXfn5+jB07Fnt7+xce69q1a2zbto3Ro0dz8+bNBPchvudr3bo1TZo0oU6dOjg4OCT+BIUQSXLo0CHatm2LUoru3bszKK417Bcu6CV7vr563fvmzXEGpIwY+YZvGMc4AHrRi1/5FZss9Cd2etWCFrjjTiMacYITVKQiG9jAW7wV+w5t2+qcnu3a6SrITk6xJmstUKAAW7du5b333uPIkSN06NCB5cuXmy4uiSRSGdjjx48VoB4/fmyxLSwsTJ07d06FhYXpB4KDldJzllL/FhycqPMqV66cmjZtmlJKqTVr1qj79++rJk2aKH9/f6WUUv/884/q3LmzUkqpiIgI9d5775nOc+3ateqHH35I2gsaD4vXUwiR6vr3128ptrZK7d4dexuj0agGbBugGIZiGGrO8TnxH3T/fqVcXfWBS5ZU6vr15O62eFlGo1KjRz/9TGneXKnw8DibPw5/rMrPLK8Yhio4vqC65nct1nbR0Uo1bKgPmS+ffOvjEt9Y42UtWrRItWrVyuyxChUqqGPHjiXqODExMapo0aIJbp+o8VMGM3PmTDVnjvn7XufOndXmzZuVUkqtXr1aDR48OFHH9PDwSFT7Fz3f9OnT1dy5c194nIz+vRAivbhy5YrKmzevAlS9evVUVFRU7A0vXVKqQAH9wVimjFJ+fnEeM0JFqHaqneL//0ar0cqojCl0BiKprqlrqpQqpVCo7Cq72q12x7/DwoVKGQz6ZyCez4r9+/crOzs7BaiBAwcmb6czkYSOobJOSM/RUc9YSoubo2Oiunr//n06d+4MQJMmTYiOjiYiIgKX/69jrlSpkumK68GDBylVqpTpClzOnDmT7zUTQqQb06bBk1QkTwrjxWbEvhH88s8vep/60+jydpe4D7pmDdSs+TSB599/g5dXcnZbJAeDQWclX7ZMJw9btQoaNtSfL7FwzubMlnZbeC3va9wNukuNBTW4E2hZxc/aGhYvhjJlwMcH6teHgICUPRVhLn/+/Pj5+Zk9FhAQgJub2wv3ffTokelrKyurFE2grVCEpME/ReLPadWqVWY5Yl4mb9cTibkCnpDnq1OnDitk3awQqcLf35/69evz8OFDypYty7Jly2LPyXf7tp4hde8evP66LlXr6hrrMYMIoj71WcQibLDhD/5gEIMkoXk6VIQi/MM/VKUqwQRThzr8xV9x79CuHUydqr8eNeppvoPnfPDBB6bZyWPHjmXWrFnJ3fUsJevMLTQYErSELj0oVqyY2RI8b29vgoKCWLp0qemx999/H4C7d+8maPAqhMi4duzQK7cAfvpJL32PzdQjU/lhzw8A/Fr7V3qU7xH3QZ8tf9uwISxdmugAukhlrVpB7tw6v9T27TrfxaZNkMuyzHRux9xsb7+dyvMqc9X/KjX/rMm+zvvI42heNSh7dli/HipW1Ks4W7bUh7S1Ta2TytrKli3L2bNnUUphMBgICQnBaDRSILZ1uc84d+4cDRo0MOWeUkql6FKwUELJTuqnQAgmGCcSN3a7evWq2dLE+PJ2vWiJZFIk5Pk8PT25cuVKsj+3EMJcVFQULVu25OLFi3h4eLBhwwayx5bO5dEjndT89m0oUUIPvOKosveIR9SmNsc5jhNOrGQldaiTwmciXoYrrmxmM21py1rW0oxmzGUuHegQ+w49ekBQkM518O234OwMn39u0axdu3ZcvnyZ4cOH07NnT4oUKcJHH32UwmeTOWWdmVIZmJubGzly5KBNmzam27x58wDImzcvQUFBadxDIURKuXhRBwpiYqB9exg8OPZ2S88s5YtNXwAw9MOh9Hm3T9wHnTTpaXWRbt1g9WoJSGUUNWroktSurnDoEFSpoiv0xaJAjgLs6LCDQjkKcf7ReWovrM3j8McW7dzddRoxJyc9Du/VS+pzpBZXV1eqV6/O7t27Adi8eTMdOnTAYDBgNBpp27Ytx44ds9gvb968lC9f3nR/9+7dNGjQINX6nZ7FxJiX/753716cebtSQkKfLzo6OkWeXwjxVN++fdm5cydOTk6sX78+9oB/UBDUq6dzSbm764s++fPHerx73KMKVTjOcfKSlz3skYBUBmGPPStYQUc6EkMMHenIb/wW9w4DBsCQIfrrXr1gwYJYm/3www+0a9eOmJgYWrRowblz51Kg95mfBKUyAE9PT6KiovD39zc9tmrVKgDeffddzpw5Y5q2v3v37hSdwi+ESD1+fnoSU0AAvPcezJplkW8RgK1XttJ+TXsUis/Lf86wqsPiPujPP8P/K8/w9dcwYwYkorS8SAcqVoT9+6FgQV0h6IMPII5qbV4uXuzosIO8jnk5fu84TZY1ISI6wqLd22/DkiW68MysWTBxYkqfhHhiypQpLFmyhBEjRrB3714GDhwIQGRkJIcOHcLb29tin7x58/LZZ58xadIkpk6dypYtWxg6dGiK9dERR4LT4J8jiQ+WWz9XBCAyMtJiXGQ0GhOU6DwpEvp8z/dTCJG8pkyZwtSpUzEYDCxevJi33oolwXVEBDRrBkeO6JnI27bp0saxuM1tqlCFc5yjEIXYz37KUz7WtiJ9ssGGucylL30B6EtfhjEs7qXiP/4IvXvrr7t00VUYn2MwGJgzZw4ffPABjx8/pn79+mbL60XCyF8i6ciRI0c4cuQIV65cYcGCBbz77ruUKFECgBkzZjB48GAKFy6MtbW1qYSpk5MTAwcOpFevXri7u+Pk5MTx48e5c+cOhQoVSsvTEUK8hKgoaNECLl/W46M1ayC2wpoHvQ/SbHkzoo3RtH6tNZPrTcYQW+RKKRg+XN8Ahg6FYcNij3KJ9O+11+DAAZ0T7OpVPWNqzx4oWtSiaak8pdj6yVaqzK/Cnht76LC2A0uaL8HKYH5dqmFDnbesXz99gfC116B27VQ6nyzMxcUl1lwU9vb2puV5salRowY1atRIya6ZGDAkehldWilYsCAPHz4kb968wMvl7UqKhDzfgwcPcHd3T5HnF0LAtm3b6PP/C3BjxoyhUaNGlo2eTEHfsUNPFd60CV61rFYLcJ3rVKc6N7iBJ57sYhev8EpKnoJIIVZYMYEJ5CY33/M9wxlOFFH8xE+WOcEMBn2VLiBAz5Rq1Qp274YKFcyaZcuWjTVr1lCxYkWuXbtGy5Yt2bZtG7aSCyHhUjrjekrKzNVj0ht5PYVIPUajUt2768If2bMr9d9/sbc763NWuY5xVQxD1fqzloqIjoj7gAMHPq3eNmpUynVepK67d5UqVUp/X93dlbp8Oc6mO67uULY/2iqGoXpv6q2MRssqQUajUl266MPlzKnUhQsp2PcMIiWr76WVzDx+Gj9+vFq8eLHpvp+fnypQoIDp5z04OFgVK1Ys1p//uHh6eia4bUKeb8GCBeq333574bEy+vdCiLRw7tw55ezsrADVsWPH2H/XjUalevR4WtJ427Y4j3dRXVSFVCGFQhVTxdRNdTMFey9S00Q10VQ98Vv1bdzVEyMjlapdW/+85Mmj1MWLsTY7c+aMyp49uwJUz549U7DnGYdU3xNCiAzq999h5kx9gWbJEnjjDcs294LuUW9RPfzD/alYqCKrW63GztrOsqFSepne2LH6/q+/6qSNInMoUEBftXv1VfD21mUZ40igXOOVGvzR5A8AJh2eZKrS+CyDQRedee89ePwYGjWSinwiY2nfvj0rV6403Y8vbxdAmTJlGDlyZLzHjIqKsliSF9d+L3o+0CkY2rVrl7QTFELEyd/fn0aNGhEYGMgHH3zAjBkzYp89/vPPMH26/tBbuFDPOo7FRS5ShSrc4Q6lKc0+9lGY2Jf3iYynL335lV8BGM1oBjM49qV8trawciWUL6+T4teuDffvWzR77bXXWLx4MQaDgWnTpjFt2rQUPoPMQ4JSQgiRjuzZA3376q9//hliy10cHBlMgyUNuPn4JsVzFWfDxxtwsotlaY1SOjP6hAn6/vTpT/NJiczDze1pYOrOHR2Yunw51qZt32jL+FrjAfhmxzf8eepPizbZsunc9x4ecOkStGmjVzkIkRHkzZuXGjVqsH37dtNjceXtAmjZsiUHDx6M9VhXr15lzJgx3L17l/79+5slnY9vv/ieb/PmzdSpU8ciGboQ4uXExMTQpk0brly5gqenJ6tXrzarZm6yePHTi3O//aaXZMXiKlepTnXuc583eZM97KEA8VdGFRlPH/qYEp6PYQzf8m3sgans2XVOqaJF4cYNnRw/MNCiWcOGDRk1ahQAvXv3Zs+ePSnY+0wkdSZupYzMPP08vZHXU4iUd+OGnhUMSn38sZ5d/ryomChVb1E9xTBU3rF51RXfK3Ef8Icfni7Z+/33FOu3SCfu31eqdGn9/S5YMN6lfP239lcMQ9n8aKO2X90ea5vjx5VycNCH++qrlOp0+ifL9zKm77//Xj18+PCF7davX69mz56d6OMnZb8HDx6o7777LsHtM8v3QojUMHDgQAUoBwcHdeLEidgb7dmjlJ3dCz/YrqvrqrAqrFCo19Rrykf5pEynRboxSU0yLeX7Rn0T91K+K1eUypdP/wzVrKmX9j3HaDSqtm3bKkDlzp1bXb16NYV7n37J8r3/U1KJLlnI6yhEygoNhaZN9azgt9+OvdKeUopeG3ux6fImHGwcWN92PUVzWSa2BmDUqKdJzSdOhM8/T9kTEGkvf37YtQtKl4a7d6FGDbh9O9amY2uO5eM3PibaGE2L5S0499CyhPHbb8MferUfEybAn5aTqoRIt4YOHYrNCyqLhoSEcOvWLbp27ZqoYyd1P1tbW4YNG5aofYQQL7ZkyRLG/j9Nwbx58yhTpoxlo3PnoEkTiIyE5s3hF8sl7KCr7FWnOre4RQlKsIMd5CVvynVepAtf8iWTmQzAz/zMT/wUe8OiRXVSfCcn2L4devXSl3+f8aQiX/ny5fH19aVJkyaEhISk9ClkaJk2KPWk1G5kZGQa9yRzCA0NBZAqAkKkAKXg00/hxAnImxfWrgXHWCqh//z3z8w8PhMDBhY3X0xF94qxH3D8ePjuO/31mDFP1wOKzO9JYKpECbh1Cz76CB48sGhmZbBibqO5VC5cmccRj6m/uD4Pgi3btWwJ33+vv+7eHY4fT+kTECJ52NjY4OLiEm8bJycnPk9CwD6p+7m6ur4wUCaESJwTJ06YAsTffPMNrVu3tmx0/75ebhUQoJMm/vknWFn+GXyPe9SgBte5TlGKsotduJEylTpF+vMFX5hyTA1lqOlrC+XKwdKl+mdo1iwYN86iiYODA2vXriV//vycPn2arl27yiSPeBhUBn51AgMDyZkzJ48fP8bZ2dlsm1KKW7duERUVRcGCBbGK5Y1HvJhSitDQUHx8fHBxcaFAAVlLLURy++UXGDgQbGx0ZeIqVSzbLD+7nNYr9UBrUp1JfFnxy9gPNm3a01lRw4fD0KEp1GuRrt2+DR98oANTb76pk5W5ulo08w315d0573LF7woVC1Vkd8fdONg6mLUxGqFhQ31h0NMTjh2DrJQOJ76xRkYV3zmFh4dz/fp1ihQpgr29fRr1UIB8L4R4kYcPH1K+fHlu3bpFnTp12LBhg2ligkloqB5YHT0KxYvDP/9AnjwWx3rEIz7kQ85zHk88Jal5FjaCEQxFj59nM5uuxDErdtIknavVYNCJ0Js1s2hy4MABqlWrRnR0NOPHj+err75Kya6nOwkdQ2XaoBToWVLXr1/HaDSmQe8yFxcXF9zc3GKvYCGESLLt26FOHf2H/5Qpehbw8w7fOUyV+VUIjw6nb8W+TKwzMfaDLV0KH3+sp159+y2MHGm5BlBkHVeuQOXK+gpxxYr6hy1HDotml3wvUWlOJfzC/GhZuiVLWyzFymB+IcffH955B65e1UWKNm+G58f9mVVWDUp5eXnh4OAQxxFEaggLC+PGjRsSlBIiFtHR0dSqVYvdu3dTrFgxDh8+jOvzF1+MRmjdWgcMcueGQ4f08qvnBBNMDWpwmMMUohD72McrvJJKZyLSG4ViIAMZxzgMGFjCEloTyww8gC+/1AN4BwfYu1cPlp4zZcoUvvzyS6ytrdm+fTvVqlVL4TNIPyQo9X9Go1GW8L0kW1tby6sOQoiXdusWlC0Lvr7QuTPMmWMZQ/IO9OadWe9wP/g+DUo0YG3rtVhbxfL7uG2bLtUXFQU9e8Lvv0tASsCZM/oKsZ8fVKumK8fEEmjYe2MvNf+sSZQxim8/+JZRNUbFeqiKFfVF52++0StDs4KsFpSKiYnh0qVL5MuXTyrEpTFfX198fHwoUaKEjMOEeM4333zD2LFjcXJy4tChQ7z22muWjYYOhREjwNYWdu7UF2qeE0EEDWnIdraTi1zsZz+lKZ0KZyDSM4WiBz2YyUxssGENa2hALCWxo6OhcWM9nTx/fh349PQ0P5ZSdOrUiQULFpAnTx6OHTtG4cJZYxaeBKWEECIdi4jQY6MjR/TS9AMH4PkL4SGRIVSeV5kT90/wer7X+afLP+TIZjnThYMHdVLr0FB9RXDRoqwzjUW82JEjUL06BAfrJK8rV8b687Hg1AI6ru0IwLzG8+hUppNFm+XL9Y8YwIoV0KJFCvY7nciMY40XndO9e/cICAggX758ODo6yizpVCapE4SI3+rVq2nevDkAy5cvp2XLlpaNFi+Gdu301/PmQadOFk1iiOFjPmY5y3HCiZ3spCJx5OsUWU4MMXSgA4tZjD327GAH7/O+ZcOgIJ0y4b//4PXX9RLR52amh4WF8cEHH3D8+HHKly/P/v37s8QMWAlKCSFEOtajB8yYAbly6Rw9Xl7m243KSIvlLVhzYQ15HfNyuNthvFy8LA907pyObvn5Qa1asH492NmlximIjGTvXv3zERmpf/imTo11Jt2QXUMYuX8kdtZ27Om4h0oelSzaDBigc3o6OcHhw7rYX2aWGccaLzonpRT3798nICAg9TsnTCR1ghCWLl68yDvvvENQUBBfffUV48ePt2x08CBUraqvAA4cCD//bNFEoficz5nOdGyxZQMbqEWtlD8BkaFEEUUzmrGBDbjiyt/8zau8atnw9m2oUEGnTGjcGFavtkimf/PmTcqVK4evry9dunRhzpw5qXQWaUeCUkIIkU7NmwdduuiYwKZNOqfU877b+R2jDozCztqOXR128X7hWK7M3Lqlq8jcuaPXVe3YAdmzp/wJiIxp5Upo1UrnHBsxAoYMsWhiVEaaL2/O2gtrye+Un6Pdj+Lu7G7WJjoaatfWRf5KldKBqVhSVWUamXGskdBziomJISoqKhV7Jp6Q1AlCWAoODqZixYqcO3eODz/8kB07dlhWBr91SwcHHjyARo10cCCW36WhDGUEIzBgYClLaUWrVDoLkdGEEkoNanCQg3jgwb/8SyEKWTY8eFCnTIiM1GOsESMsmuzcuZNatWphNBqZPXu2qXJkZiVBKSGESIdOnNBxpPBw+PFH+P57yzaLTy+m3Wo95XxBkwW0f6u9ZaOAAHj/fT1T6tVXYf/+rFUSTSTNlCk6KSfoJGZdulg0CY4M5r0573Ha5zTlCpRjX+d9ONo6mrXx8dH50O7c0cv5lizJvCnMMuNYIzOekxAic1NK0bZtW5YtW0aBAgU4fvw4bm5u5o1CQ/XY6ORJXXn2779jvVg3i1l0pzsAU5lKT3qmwhmIjOwRj3if97nEJd7gDfaxDxdcLBsuWAAddSoEli59mvPgGaNGjeK7774jW7Zs/Pvvv7z99tsp2/k0lNDxhlWcW4QQQiQrf39o3lwHpOrXh+++s2xz/N5xuv6lr5p88/43sQekIiKgaVMdkCpYELZulYCUSJgvvtCVGQG6d9eJz5+T3S47f7X9izyOeTh27xhd/+rK89ev8uXT+aVsbGDZMh3rEkIIIVLKpEmTWLZsGTY2NqxYscIyIKWUvtBy8iTkzavTGcQSkNrMZlMQ6nu+l4CUSJA85GErW3HDjdOcpglNCCfcsmGHDvD11/rrzp3h+HGLJoMGDaJBgwZERETQokULWSqPBKWEECJVKKUvnFy/DkWKwJ9/Wiw1xyfEhyZLmxAeHU7dYnUZWX1k7Afq2hX27NFrpjZtAg+PVDkHkUmMHKl/GGNioGVLvf7uOV4uXqxsuRIbKxuWnlnK6AOjLdq89x788ov+un9/PWtdCCGESG4HDx7k6///oT9u3Djefz+WlAa//KKvktjYwKpVEEt1s+McpyUtTQmshzM8pbsuMhEvvNjMZnKQg73spQMdMGK0bDhmjM7NERam80vdv2+22crKigULFuDl5cW1a9fo2LEjRmMsx8lCJCglhBCpYNw4fdEuWzad2sfV1Xx7VEwULVe05HbgbYrnKs7i5ouxtooln8j33z+trrdyJbz1VuqcgMg8DAaYNevpgKlRI7h506JZFa8qTKmrp0B9t+s7NlzaYNGmTx8d14qK0v8/fJjivRdCCJGF+Pr60qpVK6Kjo2nVqhW9e/e2bLRlCwwapL+eNEkXgHnOLW5Rn/qEEEINajCLWRjIpOvORYopQxnWshZbbFnBCr4jlmUP1tY6r0HJkuDtrZdJREaaNXF1dWXlypXY2dnx119/8cuTq3xZlASlhBAihR048HTF1G+/6Vw8z+u3tR/7bu4jh10O1rVZh4u9i2Wj2bP1LBeAmTN1NTUhksLWVq+/e+stnQy2fn14/Nii2WflP+Pz8p8D8MnqT7jse9lsu8GgfyxLlNDjrnbt9AQsIYQQ4mUZjUbat2/P7du3KV68OLNmzbKsRnn5MrRpo2eSf/qprjD7nAACqEc97nOf13mdVazCDqlULJKmOtWZzWwAxjCGucy1bOTiAn/9BTlzwj//QL9+Fk3KlSvH5MmTARg8eDB79uxJwV6nbxKUEkKIFPTwoc5xGBMDH3+s0/g8b87xOfx+5HcAFjZbyKt5Yyk1u23b04HW0KGxJqgWIlFy5IANG6BAATh7Vlfmi6XS2sQ6E3nf430eRzymybImBEcGm213dtaT9hwcYPt2GDUqtU5ACCFEZvbzzz+zefNm7O3tWblypWWi5KAgvTzq8WOoVEknOHwuaBVFFM1pzlnOUpCCbGITOcmZimchMqMOdOB7dLWiz/iMney0bFSihF7dYDDA1Kkwf75Fk27dutG+fXuMRiNt27blwYMHKdzz9EmCUkIIkUJiYuCTT+DuXShVCmbMsKxQdsj7EJ9v0jNRhlcdTqOSjSwPdP68XhsVE6MTKA4blvKdF1mDu7teV+roqAOfX36przY/w87ajpWtVlIgewHOPTxH53WdLRKfv/EGTJ+uvx42DHbvTqX+CyGEyJT27t3LkCFDAPj999958803zRs8SdZ5/rwu+rJqlc6R8GwTFF/wBbvYRXays4lNeCB5OEXyGM5w2tKWaKJpTnPOc96yUf36T8ftPXrA0aNmmw0GA9OnT+e1117j/v37fPLJJ8RkwSnnEpQSQogUMnKk/jvf0VHPJHm+CMzDkIe0WNGCyJhImpRqwpAPh1gexNcXGjSAwECdI2HmTMvIlhAvo1w5WLxY/1zNmAETJlg0ccvuxqpWq7C1smXluZX88o9l7oMOHXShGaNRzwrMohf7hBBCvKT79+/Tpk0bjEYjHTt2pHPnzpaNxo6FNWvAzg5Wr9azfp8ziUnMZCYGDCxlKW8heThF8jFgYC5zeZ/3ecxj6lMfH3wsGw4ZovN3RkRAs2YWCTgdHR1Zvnw5jo6O7Nixg1FZcMq5BKWEECIF7N799MLI9Onw2mvm22OMMbRd1RbvQG9K5C7BH03+wMrw3FtyZKROjnjtmi7ZF8tVQCGSRePGMH68/nrAAJ0H4TmVPCoxqe4kAL7d+S3br263aDNliv5Zv39fzxLMghf7hBBCvISYmBg++eQT7t+/z+uvv87UqVMt80jt3AmDB+uvJ0+GihUtjrOZzXzFVwCMYxz1qZ/SXRdZkD32rGENr/AK17lOU5oSQYR5IysrWLBAL+e7fVvnQIuONmtSunRppk2bBsCwYcPYncWmnEtQSgghkpmPj54pohR07Qrt21u2+X739+y8vhNHW0dWt1qNc7bn8iQoBZ9/Dnv36tw/69dD3rypcwIia+rbF3r21D977drBmTMWTT4r9xldynTBqIy0WdWGmwHmVfscHXX+dEdH2LFD8ksJIYRInNGjR7Nz506cnJxYsWIFjo6O5g1u34a2bfW03E6doFs3i2Oc5SytaY0RI13pSj8sk0wLkVzykpdNbMIFF/7hH3rQA4V5mgNy5tQz+7Jnh127nlZAekaHDh3o3LkzRqORjz/+OEvll0qWoJS/vz+dOnVi2LBh9O7dm/Dw8ATt1759e9zd3U23Zs2aJUd3hBAizRiNOgh1/76eMTJpkmWbtRfWMvrAaADmNJrDa/les2w0cSLMmaOvrixbZjnVSojkZjDo8pDVqkFwsJ5q7uv7XBMDv9f/nXcKvoNfmB8tVrQgItr8imDp0vD/i32SX0oIIUSC7du3jx9++AGAadOmUapUKfMGERE6x+bDh1CmjE4e/dwsqoc8pCENCSKID/mQqUzFgKQ9ECmrJCVZxjKssGI+8/mN3ywblS79NNn5uHF62elzpkyZkiXzSyVLUKp///60adOGYcOGUa1aNUaMGJGg/SpVqoS3t7fptjqWb4wQQmQkY8fqPFIODk9njDzrsu9lOq7tCEDfin1p83oby4Ns3gxff62/Hj8e6tZN4V4L8X+2trBihV4uev26Hvw/V5HP3saeFS1XkMshF0fvHqXfVssr0JJfSgghRGI8fPiQtm3bmvJItY9tmnm/fnDoELi66pQGDg5mmyOJpDnNuc51XuEVVrEKO+xS6QxEVleLWoxHp0LoT3+2sc2yUfPmT8f4nTvD5ctmm7NqfqmXDkoFBwezY8cOatWqBUCdOnWYN28eRqPxhfva2Ngk6rkiIiIIDAw0uwkhRHrx9986lyHo3DqlS5tvD4kModnyZgRGBPJB4Q8YW3Os5UEuXdLT0pXSU9L79En5jgvxrNy59XLR7Nn1NKe+fS2aeLp4srDpQgwYmHZ0Gov+W2TR5tn8Uh076gCVEEII8bwngai7d+9SqlQppkyZYtlowQI9DddggIUL4ZVXLJr0ox/72Y8zzmxgA3nIkwq9F+KpPvShM50xYqQ1rbnEJctGo0bBBx/oIkbNm0NoqNnm0qVLM3XqVEDnl9q/f39qdD1NvXRQ6tSpU5QsWRIrK30oBwcHnJ2duXbt2gv3DQkJ4auvvqJHjx40b94cH59YstU/Y/To0eTMmdN08/CQkp5CiPTB11fHkmJidDqe5wvFKKXoubEnZ3zO4JbdjeUtlmNrbWveKDAQmjSBx4/h/ff1X/VSaU+khddee1qRb+pUna3/OXWL1zVVjOy+oTtnfc6abXd01CtPHRxg69anedSFEEKIZ02YMIHNmzdjb2/PsmXLyP58ueIzZ6BHD/310KFQr57FMWYz27RUbxGLeJVXU6HnQpgzYGAa03iP9wgggEY0IoAA80a2tnqAlD8/nD6tc8gq8xxUHTt2pEOHDqb8Ur7PpVPIbAxKPfcKxGHDhg0cOHDA4nEnJyfOnj3L0qVLTY9VqlSJ8ePH895778V7zPbt2zNr1izs7e3ZsGEDq1evZu7cuXG2j4iIICLiae6KwMBAPDw8ePz4Mc7OznHuJ4QQKUkpXbxs/XooXhyOHdO5yZ815/gcPl3/KVYGK3Z12EUVryrmDYxGaNpUVz0rVAiOHgU3t9Q7CSFiM3q0rnBkY6OrHX34odnmGGMMdRfVZfu17ZTMXZIj3Y6QI5v5D//MmfDZZ/oQBw7EWiQpXQsMDCRnzpyZaqyRGc9JCJExHTx4kMqVKxMdHc2MGTPo3r27eYPgYChfHi5ehFq1YNMmsLY2a/IP/1CVqkQRxU/8xHd8l4pnIISlBzygPOXxxpu61GU967HG/OeWPXugRg39N8DMmRZJ+4ODgylbtiyXL1+mUaNGrF271rISZTqX4PGGekmLFi1SrVq1MnusQoUK6tixY4k6TkxMjCpatGii9nn8+LEC1OPHjxO1nxBCJKffflMKlMqWTakTJyy3n7x3Utn/ZK8Yhhq9f3TsBxk69OlBDh9O0f4KkWBGo1Jt2uifzXz5lPL2tmjiE+yj3Ce4K4ahWi5vqYxGo8UhWrbUhyhSRKmAgNTqfPLIjGONzHhOQoiMx9/fX3l6eipAtW7d2uLzQxmNSn38sf4AKVRIKR8fi2N4K2/lptwUCtVcNVdGZbRoI0RaOKaOKQfloFCoIWpI7I1Gj346/j961PIYx44pOzs7BajJkyencI+TX0LHGy+9fC9//vz4+fmZPRYQEIBbAq7wP3r0yPS1lZUVKmGTtoQQIt04eRIGDNBf//KLLgbzrMCIQFquaEl4dDj1itdj4PsDLQ+yejX8+KP+euZMeOedlOyyEAlnMOgqkG++CT4+OvdBhHm1vbxOeVneYjk2VjasOLeC34/8bnGImTPBy0vnTu/e3WKWuhBCiCxGKUWPHj24efMmRYoUYcaMGZazQGbM0EvJra31cqe8ec02hxNOM5pxn/u8zuvMZ75U2hPpRlnKMotZAPzET6xlrWWjgQOhYcOnlSUDAsyPUbYsv/zyC6CLy508eTJlO51GXjooVbZsWc6ePWsKKIWEhGA0GilQoEC8+507d44KFSqY7iulcHiugoIQQqRnISHQpg1ERkKjRvDFF+bblVJ8+tenXPa7TOGchVnQZAFWhufeds+d06XKQCc1f/K1EOmFoyOsWaOrHR06BL17WzSp5FGJX2r+f9C0rT9H7x412+7iAkuW6CV8y5frOJcQQoisa+7cuSxbtgwbGxuWLFlCzpw5zRscP/602MuYMTrX5jMUil704jCHccWVtawlO8/lohIijbWjHX3QP8cd6MAFLpg3sLKCP/54euXu008trtx9+eWXNGzYkMjISFq3bk1wcHAq9T71vHRQytXVlerVq7N7924ANm/eTIcOHTAYDBiNRtq2bcuxY8cs9subNy/ly5c33d+9ezcNGjR42e4IIUSq6d1bpzgoVAjmzrXMSf77kd9ZcW4Ftla2LG+xnNyOuc0bBAZCs2Y6ulWtGowbl3qdFyIxXnnlaeLzmTNh9myLJn0q9qFJqSZExkTSakUrAsIDzLa/+y6MHKm/7t1bx2OFEEJkPefPn6f3/y9w/PTTT1R8PtlgQICeNRIZqZN29u9vcYzZzGYuc7HCimUsoyhFU6HnQiTeL/xCFaoQRBBNaUoggeYNXF31TEBbW1i1Cn5/fsa5gXnz5lGoUCEuXbrEF89fBc8EEpzoPD4BAQEMGDCAwoUL4+Pjw7hx48iWLRvh4eGULl2aiRMn0rhxY4v9du7cydmzZ7GxseHGjRsMGzYMR0fHBD+vJOoUQqSVpUt1tT2DAXbtgqpVzbcfvXuU9+a8R5Qxil9r/0qfd/uYN1AKWrTQS/fc3fUVweempQuR7owaBd99B3Z2sG+fRdZy/zB/ys4sy42AGzR/tTkrWq4wW45hNELdurBtG7zxBhw+DPb2qX0SiZMZxxqZ8ZyEEBlDeHg47777LqdOneKjjz5i69atpirugPn4yMtLj49cXc2OcYQjfMAHRBLJaEYziEGpexJCJNIDHlCOctzhDk1pykpWYvX8/KDffoO+ffUY6++/dYL/Z+zbt49q1aphNBpZvHgxbdu2Tb0TSKKEjjeSJSiVVmRQJYRIC9ev69xRgYEwZAiMGGG+/XH4Y8rOLMs1/2s0e7UZK1uutMyT8Msveh25rS3s35/xSpKJrEkpnVdqzRo9RfD4cciXz6zJ4TuH+WDuB0QZo5hcdzJfVDC/onf/Prz1lk5R9eWXMGlSap5A4mXGsUZmPCchRMbQu3dvJk+eTN68eTl16pRlypfff9f5EGxt4Z9/LP4wf8QjylKW29ymCU1YzWrJIyUyhMMcpjKViSSSUYziW741b6CUXkGxdi0UKaLHWC4uZk1++OEHfvzxR5ydnTl58iRFihRJtf4nRULHGy+9fE8IIbKSqCg9QyowEN57D374wXy7UoruG7pzzf8aXi5ezGk0xzIgtXs3DPr/Vb1JkyQgJTIOgwHmz4dSpeDOHfj4Y4iJMWtSoVAFxtYcC8SeX8rNTR8CYPJk2LAhFfothBAiza1fv57JkycDMH/+fMuA1IkT8NVX+utx4ywCUjHE8DEfc5vbFKe4JDYXGUoFKvA7emneEIawk53mDQwGnQ/E0zPO/FLff/8977//PoGBgXz88cdERUWlVvdTlASlhBAiEYYP17mec+bUKXZsbMy3zzw2k+VndSWyZS2W4WLvYt7gzh2dHd1o1EnNP/ss1fouRLJwdtbLKpycYOdOy8gsOr9U45KNTfmlHoc/Nttet66eoQ7QuTPcu5cK/RZCCJFm7t69S+fOnQHo27cv9erVM28QFAStWj3NI/XllxbH+IEf2M52HHFkNavJSU6LNkKkZ5/yKV3oghEjbWnLHe6YN3B11RVh4sgvZWNjw6JFi8iZMycHDx5k+PDhqdj7lCNBKSGESKC9e3VKHdC5nj09zbf/9+A/+mzRuaPG1BhDhUIVzBtERurEnT4+ev3StGmW2dGFyAheffVpsvORI2HjRrPNBoOBeY3n4ZnTk+sB1+m+oTvPZwsYM0Yvg330SMdnjcZU6rsQQohUZTQa6dixI76+vpQpU4YxY8aYN1BKX6S7cgU8PGKtHrOe9YxEV8uYzWxe5/XU6r4QyWoKUyhDGR7ykNa0JornZjtVqABj9Yxz+veHkyfNNnt6ejJz5kwARo0axZ49e1K+0ylMglJCCJEAfn7wySd63NSli76Y96zgyGBarWhFREwE9YvXp1+lfpYH+eYb+PdfPc1q1SpIRGEHIdKdNm103g+A9u3hxg2zza4OrixtsRQbKxuWn13OnBNzzLZnywZLluhfgx07pPikEEJkVhMmTGDHjh04ODiwZMkSsmXLZt5g7lz9gWBtrSvJ5Mpltvk61+lABwC+5Evakv4TPAsRFwccWMlKcpKTv/mbb/jGslGfPtCwob6g3bo1BAebbW7VqhVdunRBKcUnn3yCr69vKvU+ZUhQSgghXuDJBTxvbyheXBfHeF6vTb246HuRQjkKMb/JfKwMz729rloFv/6qv16wAIpK6WKRCYwfr3Oi+fvraknh4Wab33V/l5HV9ZXt3pt7c9bnrNn2UqWe/j599x0cNU8/JYQQIoM7fvw4gwcPBuDXX3+lVKlS5g3OnHm6VG/kSJ2w8xkRRNCKVgQQwLu8yzjkCobI+IpSlD/4A4CJTGQlK80bGAwwb54uKnPp0tOLgM+YNGkSJUqU4M6dO3Tr1s1iRnpGIkEpIYR4gblzYeVKnT9q8WLInt18+5+n/mTBqQVYGaxY0nwJeRzzmDe4ckVPrwIYMAAaNUqdjguR0uzsdO6D3Lnh2LGniaKe8fV7X1OraC3CosNovbI1YVFhZtu7dtXxrOhonTf9uYuBQgghMqiQkBDatm1LVFQUTZs2pVu3buYNQkP1rNuwMKhdW4+RntOf/hzlKLnIxTKWYYddKvVeiJTVmMYMZCAAXejCJS6ZN8idW//hYWUFf/wBCxeabXZycmLJkiXY2tqyZs0aZj9Jq5ABSVBKCCHicfEi9O6tvx450qIQDJd9L9NzY08AhlUZRmXPyuYNwsN1HqnAQPjgA30QITKTwoX1oMlggBkzLAZNVgYrFjRZQH6n/Jx9eJavtn5ltv3Jbu7ucPky9Itl5asQQoiMp2/fvly6dIlChQoxa9Ysy2rEX30FZ8/qsqwLFug/vp+xjGWmamULWUhhCqdW14VIFSMZSRWqEEQQzWlOKKHmDT788GlBmZ499UDpGWXLlmXk//+26Nu3LxcvXkyNbic7CUoJIUQcIiP1zI3QUKheHb7++rntMZG0WdWGkKgQqnhWYXDlwZYH6dtXJyjMk0fnSbC1TY2uC5G6atWCoUP11z16wIULZpvzZ8/PwmYLMWBg+rHprDxnPk09Vy74808doJo9W692FUIIkXGtWrWK2bNnYzAY+PPPP8mdO/fzDfQVCYNBfwDky2e2+RKX+JRPARjMYOpSN7W6LkSqscGGpSwlP/k5wxn60Mey0XffQZUqeip5mzYQEWG2uX///tSoUYPQ0FDatWtHZGRkKvU++UhQSggh4jB0KBw/rv9gjuUCHoN3Dub4vePkcsjFwmYLsbayNm+waNHTAdfixXpduBCZ1fffQ7VqEBKiZweGml/t++iVjxj0wSAAPv3rU24E3DDbXrWqrgUA0K2bzuEmhBAi4/H29jYt1fvmm2+oVq2aeYNbt+BTHXBi4ED46COzzaGE0oIWBBNMFaownMxR9l6I2LjhxiIWYcDAbGazEPMZ51hb678pcufWf5gMGmS22crKij/++INcuXJx7Ngxhj65SJiBSFBKCCFisXv302qss2dbxpM2X97M+H/HAzC30Vzcnd3NG1y4AN2766+HDoWaNVO4x0KkMWtrHXzNn18nru1jebVveNXhVHKvxOOIx7Rb3Y5oY7T59uFQrpzOm96xIxiNqdV5IYQQycFoNNKxY0f8/f0pX748w4c/F1B6kkAwIAAqVIARIyyO0ZvenP4fe3cdHtXRBXD4txsPEty1eFuKU6C4Q3GHEFyLt7h9geLu7hJcihcrFHdrC6QE95KEBEJ87/fHQJKbDRAgnvPy7MNuZu7NXCQ7e+7MOVwjPelZxzossYyZwQsRS6pQhZGoYFI3unED/YpzMmdWeaVAFU7auzdcc+aQnFKTJk3ijz/+iO4hRykJSgkhRDientCmjaq617kzNGyob3/6+iltt7cFoGeJntTPX1/fwdcXmjVTK0WqVFErSIRIDDJkUHfz3u3DC5dfysrCCpfGLiS3Sc7JByf59aj+w4i1tYpr2dvD4cOquJ8QQoj4Y9q0aRw+fBh7e3vWrl2LtXW4xOS//gonTkCyZLBunVlag7WsZSlLMWLEBRcykjEGRy9E7BnBCCpRCR98aEpT8/xSP/4Ymui2bVt4+lTX/K6YgKZpODk54eHhEUMj/3ISlBJCiDA0Dbp2VVuH8uSB6dP17SbNRJttbfjvzX8UTFeQydUnm5+kXz+4dk3lR1izRq0gESKxCBuIjSC/VI4UOVhYZyEAY46N4di9Y7r2vHlh1iz1fNgwtVI9Ibt9+zYLFiwge/bsn3TcvXv3cHJyYuTIkQwdOjRel4IWQiQMly9fZuhQlV9zxowZ5M2bV9/h6FEYM0Y9X7gQvvpK1+yKK93oBqgP6JWpHO1jFiKusMACF1xIR7r355eaOBEKFYL//otwSfn06dPJmzcvjx49okuXLvFmbiBBKSGECGPVKti0CSwt1YKPJEn07dNOTePA7QPYWdqxockGbC1t9R02bAjNI7V2rVo5IkRiM3KkShL1Lr+Ur6+uucW3LWhXuB0mzYTjVkc8fPV38zp0gEaNIDAwtNhAQvXVV1/RrVu3T544dujQgaFDhzJ69GjSpk0br0tBCyHivzdv3tCqVSsCAwNp0KABnd7ljHrHwwNat1Yfotu1g5Ytdc1++NGc5rzmNRWpyAhklblIfMLnl1rLWn0HW1u1pNzODvbvN7t7niRJElxcXLC0tGTLli2sWLEi5gb/BSQoJYQQb7m5Qc+e6vno0VCihL794pOLDD309g5gzRkUSFvA/ARvE3sydKhZ4k4hEo13+aXSpVP5pX7+2azLrJqzyJ0qNw+8H9B5Z2ddUMZggEWLIFMmuHnTvPJlQmQMX0nhA9zc3PD09KRAAfUzqG7dusyfPz+6hiaEEB81YMAArl+/TsaMGVm8eDEGgyG0Mfwy9NmzzY7vT38uc5k0pGEta7FAVpmLxKkqVUOCst3oxr/8q+/w9dehwaghQ+DCBV1zsWLF+PVtrrbevXvj5uYW7WP+UhKUEkIIVN7N1q1VtdXy5VUxmLB8AnxouaUlgaZAGuZvSOeinfUd/P2heXN49QrKlgVn5xgbuxBxUsaMoTmlFiyAzZt1zclskrGu8TqsjFZsvb6VxRcX69pTp4Z3N/jmz4ddu2JgzPHE6dOnKVasWMjr3Llz4+rqin+4MtHv+Pv74+3trXsIIURU2b17N/PmzQNg5cqVpEmTRt9h2TL1HmBpqW5YJE2qa97CFuYyF4DVrCYTmWJk3ELEVSMZSQUq8JrXtKAF/oR7f+/SJXRJecuW6gNMGAMGDKB8+fK8fv2a1q1bExSkLywT10hQSgghUCkOTp8GBwdYvdo8DVTffX1xdXclc7LMLK4b7g4gqFr2Fy6oT9Lr1qmJlxCJXbVqoaWLO3WCu3d1zcUzFWds5bGA+j92/b/rZof366eed+gAz55F94Cjx65duxg8eLDZ49ixYx8/OAJPnjwhderUuq8lS5YMd3f3CPuPHz8eBweHkEfWrFk/6/sKIUR4z549o3379gD069ePauGrDd+8GZqceexYKF5c13yHO3SkIwCDGERNakb7mIWI6yywYA1rSE1qLnKRwQzWdzAYYPFiyJIF/v039P/Yu+MtLFi9ejUODg6cPn2aMe9yucVRBi2+ZL+KgLe3Nw4ODnh5eZE8efLYHo4QIp46dQrKlYPgYHUDL1yaA7b8s4Umm5pgwMChNoeolLOSvsPOnVCvXujzOnViZuBCxAeBgWr54enTUKoU/PmnrtqSSTNRc01NDtw+QOEMhTnd8TQ2ljYh7X5+qmr4tWtQu7ZaMRU+JhydYmqukSNHDu6GC9q9z7hx4/Dy8mLixIkhX0ufPj3Xr18nVapUZv39/f11q6i8vb3JmjWrzJ+EEF9E0zTq1q3L7t27KViwIGfPnsXWNkyuzYAAKF1aVayoXBkOHIAwW5UDCaQc5TjDGUpTmqMcxQqrCL6TEInTLnZRl7oA7GBHyPMQR49CpUpqi+zGjSqPZxjr1q2jVatWGI1Gjh07RpkyZWJq6EDk51CyUkoIkai9eqW27QUHg6OjeUDqgZfKdwMw6IdB5gGpR4/g7R1C+vWTgJQQ4VlZqdWDDg4qMDVypK7ZaDCyosEKUtul5vLTyww/PFzX/i6np40N7NkDb3eIJGrp06c3K/Xs6+sbYUAKwMbGhuTJk+seQgjxpRYsWMDu3buxsbHBxcVFH5ACGD5cBaRSpVKVZMLlzhvJSM5whhSkYB3rJCAlRDh1qENf+gLQnvY85KG+Q4UKKq8UqC19Dx7omlu2bImjoyMmk4nWrVvH2e37EpQSQiRqffrA7duQLRvMnatvCzYF47TNCU8/T0pkKsHoSqPDdQhWES13dyhaFMaPj7mBCxGf5MgB76rDTZigKsaEkSlZJpbWWwrAlFNTOHj7oK79229VFWRQSc+v63f5JTolS5bk0qVLIa9dXV0pXLhw7A1ICJHo3Lhxg19++QWAiRMn8u233+o7HDwIkyer50uXQubM+mYOMhH1g30xi8lO9mgfsxDx0QQmUJSiuOOOI44EE6zv4OysqjO9fAlOTurzSRhz584le/bs3Llzh97htvnFFRKUEkIkWlu2wPLlaivQ6tVqIUdYk09O5ui9oySxSoJLYxesLMLdwRs/Ho4cgSRJ1EoQGxuEEO/RpAl066aeOzmZJYiqn78+XYt1BaDt9ra4v9HnR+rVC2rUUNv5HB3VrpCEJDAwUFeB0GQy0bJlSy6Eq6oDULBgQezt7bl16xYAO3bsoHPnzmb9hBAiOgQEBODo6Iivry/VqlWjV69e+g7u7tCmjXretSs0aKBrfs5znHBCQ6MLXWhCk5gZuBDxkA02rGc9SUnKn/zJGMLlh7KyUkvKkyRR2/neBYPfcnBwYPXq1RiNRlauXMnmcIVn4gIJSgkhEqVHj+DdZ7jBg1XKm7DOPz7PiD9UOdbZtWaTO1VufYcTJ0Ir7M2dC3nzRu+AhUgIpk1Ty56eP4d27cBk0jfXmEb+NPl5/OoxnXd21gVpjEZVwCl1arh0yWwXYLzl5ubGhAkTePz4Mb/88ktIECogIIAzZ87w8OHDCI9bs2YN48aNY9SoUXh4eNC6deuYHLYQIhEbOXIkFy9eJHXq1KxYsQJj2G15mqYmWE+eQP786ud+GCZMtKMdT3nK13zNdKbH8OiFiH/ykIcFLABgNKM5znF9h9y5YfZs9XzECDh/Xtdcrlw5Br8tPNOlSxcePXoU7WP+FJLoXAiR6JhMasXFwYNQrBicPAnW1qHtPgE+FF1UFFd3V5p83YSNTTbqq+29fAmFCsH9+2rJxurVMZt5WYj47O+/VfUlPz/1YeVdeb23Lj25xPdLvifQFMiiOovoXEy/AmjbNlUF2WCAw4ehYsXoHW5CnGskxGsSQsSMo0ePUqlSJTRNY+vWrTRs2FDfYelSVW3VykrlESxaVNc8gxn0ox822HCOcxSkYAyOXoj4rQ1tWM1qspGNy1wmJSlDGzUNmjeHTZsgTx6Vzy1p0pDmgIAAypQpw4ULF6hSpQr79+/XB5SjgSQ6F0KI95g5UwWk7Oxg7Vp9QArg599/xtXdlczJMrOwzkJ9QErTVCLB+/chVy6VdVkCUkJE3jffhN45HzRILXsKo0jGIoyrMg6Avr/35eaLm7r2hg2hY0f1X7FNGxUjFkIIEf1evnyJk5MTmqbRoUMH84CUq2toafqxY80CUhe5yEAGAjCNaRKQEuITzWUuucjFfe7Tla5ohFlfZDDAwoWQJQv8+6/ZTT9ra2vWrl2LnZ0dhw4dYubMmTE8+veToJQQIlG5dk1t1wP1uThfPn379hvbWXRxEQYMrG64mlR24apZLVum7kBYWqo8UrLKQIhP162byjESGKhKXvr46Jp/Lv0zVXJW4U3gGxy3OhIQrE8gNWOGigk/eAA//RRzwxZCiMSsR48ePHjwgFy5cpl/oA0MVMVf3ryBypXhbRL0d3zwoSUtCSSQBjSgO91jcORCJAzJSMY61mGJJZvYxDKW6TukTBm6g2PJErW8PIx8+fIx7e2NwcGDB3P16tWYGvoHSVDqA27fhsWLY3sUQoio4ucHrVqpBMl16qjcm2E9efWETjs6AdC/TH8q5ayk73DzZugdwDFjVKULIcSnezdZypxZ/b/q00fXbDQYWdlgJansUnHhyQWcjzjr2pMmhTVrwMJCxYZdXGJw7OKjTCYTc+fOjXM5K4QQn8/FxQUXFxcsLCxYs2YNScNsCwJg1Cg4d059KF65UiUCDKMvfXHFlcxkZglLMCCrzIX4HCUoEZLsvDe9ucENfYeKFWGgWpFIp07w+LGuuWvXrtSpUyekYIGfn18MjPrDJCj1Ho8eqZQxXbuq4lpCiPhv6FD46y9Il06lPAi7686kmWj3Wzvcfd0pkqEIv1b6VX9wQICKaL27AzhgQMwOXoiEJnXq0Lt5S5eqFYhhZE6emUV1FgEw4fgE/rz3p669VCmVyxOge3e4dy9GRi0iYcCAAfTs2ZO2bdtiCpfMXggR/9y7d4+f3i5LHTFiBKVKldJ3OHYMxqlt1yHbh8LYwpaQQNRqVpOa1DExbCESrAEMoApVeMMbWtISf/z1HUaPVttnPTzMCssYDAaWLl1KunTp+OuvvxgyZEjMDj4CEpR6j8yZVZ4wyVkhRMJw8CBMf1vgZelSFZgKa/aZ2ex324+dpR1rG63FxtJG32H4cJUwMFUqWLXK7A6gEOIzVKoE7yZDnTurXG1hNP66Me0Lt0dDw2mbEy/9Xurahw2D0qWhXj1IkSJmhiw+rkuXLtjb28e5nBVCiE8XHBxM27Zt8fLyolSpUgwbNkzfwctLbdvTNPXht2lTXfMDHtAZVbBiEIOoRLhV6EKIT2bEyCpWkZrUXOYyQwgXWLK2Volz7ezgwAGYNUvXnC5dOpYvX0769OmpWrVqDI48YlJ97wNev4bChcHNTaW8kO0BQsRP7u7w3Xdq9Wr37io3eVjXnl2jxOIS+Af7M6/2PLqXCJfn4OBBqFZNPd+2TeXCEUJEjcBAKFcOzpxRv//xh9qX99Yr/1cUWVgEN083WhVsxdpGa3WH+/hAkiTRN7yEWKkuJq5p4cKFdOvWDWtra86dO8d3330XLd9HCBG9Jk6cyODBg0mSJAlXrlwhV65c+g6tW6sPv7lyqcIVyZKFNAUTTBWqcJSjlKAEJziBFVYxfAVCJFw72Uk96gHwO79Tner6DvPnq+SbNjZqe21BfXEBHx8fkkTjJEqq70WBpEnVz1jJWSFE/KVpKqfy48cqqfmUKfp2vyA/HLc64h/sz495fqRb8W76Di9eqOWSEJqcWQgRdays1Jtt0qRqC8jEibrmZDbJWNNoDRYGC1yuubD2qj4oFZ0BKfH5unTpQt26deNUzgohxKe5dOkSI97uk541a5Z5QGrdutAPS2vW6AJSABOZyFGOkoQkuOAiASkholhd6oYUDWhLW17wQt+hWzeVSNffX6UhCfdeHJ0BqU8hQamP+P57GDlSPf/pJ8lZIUR8s3IlbN6siuWtWQP29vr2oYeGcu35NdLap2VpvaUYwiaa0jRVe/7JEyhQAKZOjdnBC5FY5MoFc+ao5//7H5w9q2sulaUUI8qrD0Y/7fmJey/lzTiuMxgMLFmyJCRnxdChQ2N7SEKIT/DmzRtatWpFYGAgDRs2pH379voO9+6p5eegUhyEyzN1hjOMRH2ImstccpM7JoYtRKIzhSkUoABPeUpHOqIRZiPcu7yd6dKpxLrvSpDHMRKUioShQ1XOCi8vtWAiODi2RySEiAw3N+jVSz0fPRqKF9e3H3A7wPTTKtHUsvrLSJ80vb7DwoWwY4fal71unXlESwgRddq0Uckcg4LU3bzXr3XNw8oPo3SW0nj7e+O0zYlgk7wZx3XvclYATJ8+nQMHDsTyiIQQkTVgwABu3LhBxowZWbRokf6mXXCw+pnt5aWCUcOH6459xSsccSSYYJrTnDa0ieHRC5F42GOPCy5YY80OdrCIRfoO6dLB2/diZs6E/ftjfpAfIUGpSLC0VAWCkiaFP/803/4jhIh7goLAyUl9ri1XLrQy6jvub9xp91s7ALoX706dvHX0HW7cgJ9/Vs/Hj1flOIUQ0cdgULkPsmZVEeXevXXNlkZLVjdcTVLrpBy7f4zJJyfH0kDFp6hdu3ZI1a527drh7u4eyyMSQnzMnj17mPc2AeeKFStIkyaNvsPkyepDUdKkahm6paWuuQ99cMONrGRlAQswYEAIEX0KU5jxjAegH/24znV9h9q11bYvUAUJ4th7sQSlIilXrtCk9SNGqCJcQoi4a9w4OHUKkidXQeUweZPRNI2uu7ry+NVj8qfJz5Tq4SLNAQFqpYavr0pw3rdvjI5diEQrZUr1AcdoVHf1Nm3SNedKlYtZNdWb8Yg/RnDh8YXYGKX4RJMnTyZfvnw8fvyYrl27Eo9r7AiR4D1//jxkq16fPn2oXj1c4uSLF9WHIVAfjsLlmdrMZpazHAMG1rCGFKSIgVELIfrSl+pUxxdfWtEKf/z1HSZPhvz5VVqSLl1UmpI4QoJSn6BdO2jcWBUKatUK3ryJ7REJISJy+rTargeq0l727Pr2FZdXsOX6FiyNlqxttBZ7q3Db8kaMUBVkUqeGFSvUB2QhRMwoXx6GvC1t3KULPHiga25XuB2NCzQmyBSE41ZH3gTKm3FcZ29vj4uLC5aWlmzZsoUVK1bE9pCEEBHQNI2OHTvy/Plzvv32WyZMmKDv8OaN+hAUFKQ+FLVrp2t+yEO60AWAIQyhPOVjaORCCCNGVrCCNKThMpcZjn5bLfb2qjCBpSVs3ao+48QR8knrExgMKsVMpkxw8yb07x/bIxJChPf6tapOHBwMLVuCo6O+3c3Djd771LagXyv9StGMRfUdDh9WdxIAlixR/+GFEDHrf/+DkiXh5Uto2xZMppAmg8HAwjoLyZQsEzfdbzJg/4DYG6eItKJFi/Lrr78C0Lt3b9zc3GJ5REKI8BYtWsSuXbuwtrZm7dq12Nra6jsMGKA+BGXKpD4UhckzZcJEG9rgiSfFKY4zzjE7eCEEGcnIUpYCMJWpHOawvkPRovD2vZjevVW6hDhAglIf8J/Pf2y9vlX3tXcLJ0Clvti1K+bHJYR4v7591c/XrFnVKqmwgkxBOG1z4nXAa8pnL8+AMuE+zHp4qMSdmgadO0ODBjE1bCFEWFZWahtfkiTwxx9mlS9T26dmRf0VAMw7P4/drrtjYZDigzZvNstZMWDAAMqXL8/r169xdHQkMDAwlgYnhAjv5s2b9OvXD4AJEybw3Xff6Tvs2RM6sVqxQn0oCmMqU/mDP7DHnrWsxQqrGBi1ECK8etSjK13R0GhDGzzw0HcYMECtSn/9WiXgDQqKnYGGIUGp93jk/YiC8wvSfHNzs5wV1aqF5j/u0AGePYuFAQohzGzdqqqeGgwqj1SKFPr2ccfGcerhKZLbJGdVg1VYGHWJpqBbN3j0CPLmhenTY3TsQohw8uRRVWIAhg0zS+ZYLVc1+n7fF4AOOzrw3Od5DA9QvNeIEdC0qVnOCgsLC1avXo2DgwNnzpxhzJgxsThIIcQ7AQEBODo64uvrS9WqVenTp4++w/Pn8DbPFH37qg9DYVziEsMYBsBMZpKXvDEwaiHE+0xlKnnJyyMehQSoQlhYwKpV4OCgEvCOGxd7A31LglLvkSlZJspmK/venBXjxsF338F//6nAVBzKEyZEovTokVrcBDBoEFSooG8/8/AMo4+qRFPzas8je4pwiaZWrlRJlS0t1X7rJEliYNRCiA/q0AEaNlTJHB0dzZI5jq86nm/TfUuh9IUwaab3nETEuIYN1Wq3CHJWZMuWjQULFgAwZswYTp48GQsDFEKE9b///Y8LFy6QKlUqVqxYgTFsLk1Ng06dVGDqm29UReIw3vCGVrQikEAa0pCOdIzh0QshwktCElxwwRJLNrOZlazUd8ieXa18TJrUPPluLJCg1Ht8LGeFjQ24uKjfw65mFULEPJNJpZ3x8IBixWDUKH3764DXtN7WmmAtmBbftqBVwVb6DrdvQ69e6vno0VC8eMwMXAjxYQYDLF4MGTPCjRtqyXkYtpa2HGpziH2t95EhaYZYGqQw85GcFS1atKB169aYTCZat26Nt7d3LAxSCAFw5MgRJk6cCMCSJUvInDmzvsOiRbBzJ1hbqw8/4fJMDWQgN7hBRjKyiEUYMCCEiH3FKMZo1A35XvTCjXD5o1q1glu31IeoWCZBqQ/4WM6Kb76BSZPU8/794e+/Y3iAQghA7bQ7dCi0qIS1tb69375+3PK4RdbkWZlXex6GMIk5CQpSmdFfv4Zy5WDgwJgdvBDiw1KnVisZQd0B2q1/L06XJB1Gg0xn4pz+/T+Ys2LOnDlkz56dO3fu0OvdTQEhRIzy9PTEyckJTdPo1KkTDRs21HdwdQ3NWTJ+vNomEsYe9jCXuQAhVb+EEHHHQAZSnvK85jVOOBFEuPxR6dPHzsDCkVncR3wsZ0WvXlCzJvj5qWCjn18sDFKIROzy5dDq8TNmQL58+vZt17ex5NISDBhY2WAlKe1S6juMG6f2UydPrhJRWVgghIhjqlVTeUxAkjnGFx/JWeHg4MCaNWswGo2sWrWK9evXx9JAhUicNE2ja9euPHz4kDx58jA9fC7NsNumK1cO/Rn81nOe0x6VZ6oPfahO9RgauRAisiywYBWrcMCBU5xiLGNje0gRkqBUJLzLWfHc5zmddnRCC5NAymCA5cshbVq4ehWGDo3FgQqRyLx5o4LBgYGqUF6nTvr2J6+e0HmnSjTVv0x/KuWspO9w+rTargdqBUYc2FMthHiP8eOhYEGV16RjR0nmGB+8y1kB6mftmTO65rJlyzJsmEqO3K1bN+7duxfTIxQi0Vq1ahWbNm3C0tKStWvXkjRpUn2HUaPg/HlImVKtVg2TZ0pDoyMdec5zvuVbJjAhhkcvhIis7GRnPvMB+JVfOc3pWB6ROQlKRYKtpS1rG63F2sKana47WXRhka49QwZYtkw9nz4d9u+PhUEKkQgNGADXr6t0M4sXqyDxOybNRPvf2uPu607hDIX5tdKv+oNfv1bb9oKDoWVLdTdQCBF32dqq/bk2NmoL38KFsT0iERmtWqmfscHBoVulwxg5ciSlSpXCy8sLJycngoODY2mgQiQebm5u9OzZE4BRo0ZRokQJfYfjx0MTmi9cCFmy6JoXsYhd7MIaa9ayFlv0eaaEEHFLS1rSilYEE0xrWvOKV7E9JB0JSkXSd+m/Y0IVdReg3+/9uPnipq69Th346Sf1vG1bVZVPCBF9du4MvQG/YgWkCZfGYM7ZOfzu9ju2lra4NHLBxtJG36FvX5V8N2tWqVQgRHxRsCBMeHtH/uefVfJzEffNm6d+1t66ZbYFyNLSkjVr1pA0aVKOHTvG+HCVvYQQUSswMBBHR0dev35NuXLlGDRokL6Dl5cKIL+rItO0qa75JjfpRz8AJjCB79DnmRJCxE1zmUs2suGGG33pG9vD0YmSoNTt27dZsGAB2T9x68u9e/dwcnJi5MiRDB06VLctLi7qU6oPVb+qim+QL45bHQkIDtC1T5kCX38NT5+qlBdx/HKEiLceP4b2Ko0BP/8M1cOlMfj7+d8MPKASlk+pNoUCaQvoO2zbBkuXqqVVq1dDihTRP2ghRNTo3RuqVgVfX7XCMSDg48eI2JUihfpZazCon73btumac+XKxdy5Klmys7Mzp0/Hva0FQiQUo0aN4syZMyF53SzC59Ls1Qvu3YOcOWHWLF1TIIE44ogvvlSlKn3oE4MjF0J8iRSkYBWrMGBgGcvYytbYHlKIKAlKffXVV3Tr1u2Tg0odOnRg6NChjB49mrRp07JkyZKoGE60MRqMrKi/glR2qbjw5ALOR5x17XZ2sG6dqvy1axfMnx874xQiIXt3487dHQoXNsudi3+QP622tsI/2J9auWvxU4mf9B0eP4bOKs8UAwZAhQoxMm4hRBQxGtXyyFSp4OJFcHaO7RGJyKhQIbS6aadO6mdxGE5OTrRo0YLg4GAcHR3x9vaOhUEKkbAdPXqUcW8nTosWLSJbtmz6Dhs2qACy0Qhr1qgiMGE448wFLpCSlKxgBUbZdCNEvFKBCgxEvRd3pjOPefyRI2JGlP4kMRojfzo3Nzc8PT0pUECtYKhbty7z41oU5/Vr+OMP3ZcyJ8/Mojoqp9SE4xP4896fuvbvvoOJE9XzX36Bv/+OkZEKkWhMnw4HD4YGgW3C7cobdngYV59dJY19GpbVX4ZBl2jKpJZYubtDkSLwa7g8U0KI+CFz5tCcUhMmwLFjsTseYeYIR8xzVoweDUWLgocHtGunfia/ZTAYmD9/PtmyZeP27dv06tUrZgcsRALn6elJ69at0TSNDh060KxZM32HBw+gWzf1fNgwKFNG13yMY4xHba9dxCIykzkmhi2EiGKjGU0RiuCBB+1ohwnTxw+KZrEW3j59+jTFihULeZ07d25cXV3x9/d/7zH+/v54e3vrHtHm8WP1ofXHH81yVjT+ujEdCndAQ8NpmxMv/V7q2nv3hho1wM9P5fb084u+YQqRmFy8CEOGqOczZkD+/Pr2g7cPMvXUVACW1VtGhqQZ9B3mzFGVCN4lTLa2jv5BCyGiR5MmKrChaeDkpPKgiDhhIhOpRCXznBXW1upnr50dHDhgtjUoRYoUrF27FqPRyKpVq3BxcYm5QQuRgGmaRpcuXXj48CF58uRh5syZ+g7Bwern6MuXULIkjBiha/bCCyec0NBoRzua0CTmBi+EiFJhCxQc4ACzmR3bQ4p8UGrXrl0MHjzY7HHsM+9OPnnyhNSpU+u+lixZMtzd3d97zPjx43FwcAh5ZM2a9bO+d6RkyAA5crw3Z8XMWjPJlTIX973u89Nu/fYgo1FVTk2XDq5dUzuEhBBfxsdHBXkDA6Fhw9AdeO+4v3Gn7fa2AHQr1o26+erqO/z9d+jWkSlToEC4PFNCiPhn1iz46itInVp9mBJxQilKvT9nRf78MG2aej5oEFy9qmsuW7YsI95+IO7WrRu3b9+OiSELkaAtW7aMzZs3Y2lpiYuLC0mTJtV3mDIFjh6FJElU4NjKStfci17c4x45yclMwgW0hBDxTgEKMJWpWGEVJ1ZKGbQozC6eI0cO7t69G6m+48aNw8vLi4nv9roB6dOn5/r166RKlSrCY/z9/XUrqby9vcmaNSteXl4kD7fnOUo8fqwq/Xh4wNChMHasrvnMwzP8sOwHgrVg1jRcg+N3+pLy+/ZBrVrq+Y4dUDfcZ2QhROR17gxLlqhdO1euqM+g72iaRuONjdl2Yxv5UufjYteL2FvZh3bw94fvv1cH1qqlysmH3dYnhIi/bt9W5cqjaeWjt7c3Dg4O0TfXiAUxcU1DGMIEJpCKVFzjGpnIFNqoaVC/viqj+u23cO6cWsH6VlBQEBUrVuTEiRN8//33HDt2DKtwH5KFEJHj6upKkSJFePPmDRMnTmTguxt071y4AKVKQVAQLFsWWknmrQ1soAUtMGLkGMcog35bnxAiftLQcMWVfOSLtu8R2flGrG3fS58+PR4eHrqv+fr6vjcgBWBjY0Py5Ml1j2iVKRMsUvmjGD/eLGfF91m+Z2SFkQD8tOcn7r68q2uvWRP6qYqptG9vltNTCBFJmzapgNS7YnnhFlmy7NIytt3YhpXRCpfGLvqAFMDw4SoglSaNmnBJQEqIhOOrr2Qrbhw0ilEUpSgeeNCe9vo7sQaD+qGeLh389ZdaMRWGpaUla9euxcHBgTNnzuAsyeyF+Cz+/v60aNGCN2/eULlyZfr376/v4OMDrVqpgNS7LdFhPOQh3VB5poYxTAJSQiQgBgzRGpD6FLEWlCpZsiSXLl0Kee3q6krhwoVjazjv17ixiii9J2fF0HJDKZO1DN7+3rTe2pogU5Cuffx4lZrK3R3atNHl9BRCRMLdu6Fb9YYMgUqV9O3/uv9L7329ARhTeQxFMxbVdzh8GKaqPFMsXaq25gohhIhW73JW2GHHfvYzhzn6DunSqSqKoLZh7tuna86ePTuLFy8GVPqGP8IVnhFCfNzgwYO5dOkSqVOnZvXq1eZFqX7+GVxdQ4tHhLlpZ8JEG9rwkpeUpCQjGIEQQkSHKA1KBQYGEnY3oMlkomXLlly4cMGsb8GCBbG3t+fWrVsA7Nixg87hk8TEFTNnqjux9+5BuGowlkZL1jRcQ3Kb5Jx4cIJxx/T16W1sVIUwe3s4dAgmT47JgQsRvwUFqRt4Xl5qZXn4m+WBwYE4bnXkTeAbKuWoRP8y4e4AenqqaLCmqchWvXoxNnYhhEjs8pOfKUwBYCAD+ZtwJYlr1QqdV7VrB8+f65qbNm1Kx44d0TQNJyenD+YdFULo7d69mxkzZgCwYsUKMmXKpO/w229qR4jBAKtWQbjdKtOYxh/8gT32rGENVsgWWiFE9IiSoJSbmxsTJkzg8ePH/PLLLyFBqICAAM6cOcPDhw8jPG7NmjWMGzeOUaNG4eHhQevWraNiOFEvWTJYs0ZlMF+9GjZs0DXnTJmTebXnATD66GhOPTila8+XL7TAzPDhcPZsjIxaiHjP2RlOnYLkycHFxSzvJs5HnDn3+BwpbVOyssFKjIYwP9I0TZU2fvQI8uSB6dNjdOxCCCGgO92pTW388acVrfAnXJXlSZNUXqlnz0JXpocxc+ZM8ubNy6NHj0ICVEKID3v8+DHt3m7F6927N3Xq1NF3ePIEOnZUz/v3h8qVdc2XucxQhgIwgxnkIU90D1kIkYhFaaLzmBbjyUf/9z8YPRpSpFDVYsJV/3Pc6ojLNRdypsjJ5W6XSW4TOiZNgxYtYONGyJkTLl0CB4foH7IQ8dUff0CVKur/zvr10Ly5vv3o3aNUWlkJDY2NTTbS9Jum+g6rVkHbtmBpCSdPQokSMTd4IUSCIYnOv9wznlGQgvzHf/zCLyGrp0Jcu6Z+Rvv7w+zZ0LOnrvnSpUuUKlWKgIAAZs+eTc9w7UKIUMHBwVSvXp3Dhw9TuHBhTp8+jY2NTWgHkwlq1ICDB6FwYTh9Wm3teMsXX4pRjOtcpz712cY2DEguTiHEp4vzic7jpREjVAWvly/VlqDgYF3zvNrzyJEiB3de3qHnHv2EyWBQK2Rz5IA7d6BLF7ObgUKIt168gNat1f+Rjh3NA1Kevp603tYaDY0OhTuYB6Tu3An9UOPsLAEpIYSIRelJz1KWAjCVqRzikL5DwYJqxRSoVRt/67f5FSlShClTVCDrl19+4fLly9E9ZCHircmTJ3P48GHs7e1Zt26dPiAFauX4wYNgZ6dyjIRrH8hArnOdDGRgCUskICWEiHYSlPoUlpZqG1+SJHDkSGjy5LccbB1Y03ANRoOR1VdXs+7aOn27g1rxYWmpVkwtXRqDYxcintC00GqV+fOrlG76do0uu7rw0PsheVLlYWatcB2CglRRglev4IcfYPDgmBu8EEKICNWlbkgVr7a0xQN9BWZ69VJli/39oWVL8PPTNffs2ZN69eoREBBA8+bNef36dUwNXYh44/Tp0wwfPhyA2bNnkz9/fn2HixdV1RiAGTPURCuMvewNKUqwghWkIU10D1kIISQo9cly59YniLp4Udf8Q7YfGF5OvRl0292NO553dO3ffw/j3uZC793b7GagEInejBmwa1dokYAkSfTtyy4tY/M/m7E0WuLS2IWk1kn1HSZMgBMnVC641avBwiLGxi6EEOL9pjKVfOTjEY/oSlc0wiwZNxhUNb60adV2vkGDdMcaDAaWLVtGlixZcHV1lS18QoTj6elJ8+bNCQ4OpkWLFrRv317fwcdHBXwDA6Fhw9DSxm/9x3+0Rx3Ti17UoEZMDV0IkchJUOpztG8PjRqpH+qOjvDmja55RIURlM5SGm9/bxy3OhJkCtK1//KL2srt66u2Jfn6xuTghYi7zp0L/RwybZpKdRDWzRc36b2vNwBjK4+leKbi+g5nz4aW6Js7VyVwE0IIESfYY89a1mKJJZvZzEpW6jukT68CU6BuAO7erWtOnTo1Li4uGI1GVq5cyerVq2Nm4ELEcZqm0bFjR+7fv0+uXLlYuHAhBkO4bXd9+4KrK2TODIsXq0Dwu+PR6EQnnvGMb/iGiUyM2QsQQiRqEpT6HO8SRGXKBDduqPwHYbxbwZHcJjmnHp5i9NHRunajEVauVHOvv/9W7xFCJHZeXipIGxgIjRtD9+769oDgAFptbcWbwDdUzlmZ/mX0/+94/RpatVK53po3V0mphBBCxCnFKMav/Aqo1RhuuOk71K6tlpKDugn45ImuuVy5cvzvf/8DoHv37ri6ukb7mIWI6+bOncu2bduwsrJiw4YN5gmFt2yBJUvUZ5jVqyF1al3zIhaxgx1YY81a1mKHXQyOXgiR2ElQ6nOlTh16N2/+fLXfKIwcKXKwsM5CAMYeG8uf9/7UtadPr9JTvYtvrV8fE4MWIm7SNOjUSeUnz5EjdN4U1vDDw7n45CKp7FKxqsEqjIZwP7769AE3N8iWDRYsMD+BEEKIOGEAAyhPeV7zmta0Jgj9inImToRCheC//1QVVZNJ1zxs2DAqVqyIj48PzZo1wy9c/ikhEpOLFy/yyy+/ADBlyhSKFSum7/DgQehWvUGDoFIlXfMNbtCPfgBMYAKFKBTtYxZCiLAkKPUlqlWDfuqHOB06wNOnuuYW37agXeF2mDQTjlsd8fDVJ/WsWhWGDlXPO3eGf/+NiUELEfcsXAibN6siABs2QIoU+vb9bvuZfHIyAEvrLSVz8sz6Dps3w7JloXcAw59ACCFEnGGBBatZjQMOnOZ0yMqpELa2KqmgnR0cOKD2c4c93sKCtWvXkjZtWq5cuUK/d3MxIRKZV69e0bx5cwICAqhfvz69evXSdwgOVqlGPD2heHEYNUrXHEAArWiFL75Uoxp96BODoxdCCEWCUl9q3Dj47jt1N699e7XkI4zZtWaTJ1UeHno/pPPOzmjh2p2doXx5tfOoaVOzYjNCJHhXr4ZuYZ04EUqW1Lc/e/2MNtvaANC9eHca5G+g7/DwIXTpop4PHqz+QwkhhIjTspGNBSwAYAxjOMEJfYcCBVTlC1B38C5c0DVnypSJNWvWYDAYWLBgAetlyblIZDRNo2vXrty6dYts2bKxbNky8zxSY8fCsWOQNKkK9Fpb65pHMIJLXCI1qVnBCozy0VAIEQvkJ8+XsrUFFxf1+759MHu2rjmpdVLWNV6HldGKrde3svjiYl27paV6j0ibFq5cCV14JURi8OqVCsb6+8OPP5r/+zdpJtpub8szn2d8m+5bplafGq6DSW3teHcH8F2ScyGEEHFeC1rghBMmTDjiiBde+g6dO4cWlmnZUt3BC6N69eoMfbvkvHPnzvwrS85FIrJkyRLWrVuHhYUF69atI1WqVPoOx46FroyaP19VEA/jD/5gMmoV+mIWk4lMMTFsIYQwI0GpqPDNNzBZ/VBn4EBVyjiMYpmKMa7KOAD67uvL38//1rVnyhSaX2rBAskvJRIHTVMLnFxdIUsWlaIt/A2+6aem87vb79ha2rK+8XrsrMIl3pw2DQ4fBnt7WLvW7A6gEEKIuG0Oc8hJTu5xj5/4Sd9oMKgqYVmyqBwHPXqYHe/s7Ez58uV5/fo1TZs2lfxSIlG4fPlyyFa9sWPHUqZMGX0HDw+1bc9kgjZtzIq/eOBBG9qgodGZzjSkYUwNXQghzEhQKqr06KGWevj7qwpgvr665p9L/0z1XNXxDfKl+ebm+Abq26tXl/xSInGZP18FYC0tYeNGSJNG337+8XmGHBoCwIwaM/gm3Tf6Dhcvhv6nmTkT8uaNgVELIYSISslJzlrWYoEFLriwlrX6DqlSqRXpRiOsWqXyBoZhaWnJunXrJL+USDS8vLxo0qQJ/v7+1KlThwEDBug7aJr6MPHggVodNWeOvhmNrnTlIQ/JS16mMz0GRy+EEOYkKBVVDAaVaDldOvjrL1XdIgyjwciqBqtInyQ9f//3N/1+N580hc8vFS6uJUSCcf586Fa9SZOgdGl9+yv/V7Tc0pJAUyCNCzSmS7Eu+g4+PmorR2Cg2trRsWPMDFwIIUSUK01pRjISgO505w539B3KlYP//U89795dLbENI3x+qXXr1sXEsIWIcZqm0bFjR9zc3MiePTsrV67EaAz3cW7hQti6Fays1N2/ZMl0zctYxmY2Y4UVLriQhCQxeAVCCGFOglJRKV06tQcJVG6pPXt0zemTpmdNozUYMLDwwkI2/b1J1x4+v1TPnjE0biFikKenCroGBECDBqFJzt/RNI2f9vzELY9bZE2elcV1F5sn7uzbV30oyZxZbe0I3y6EEPHE7du3WbBgAdmzZ/+k45ycnMiSJUvIo1GjRtE0wpgxlKH8wA+84hWOOBJEkL7DsGFQoYK6KdGihVqZHkb4/FL//PNPTA1diBgza9YstmzZgpWVFRs3bjTPI/XXX6F3/SZMgGLFdM03uUlvegOqwEAx9O1CCBEbJCgV1WrVgt7qhz3t28OzZ7rmql9VZXDZwQB03tmZO576u4GZMqnAlNGoFl4tWxYjoxYiRmgatGsHd+9CzpywfLl5PGnllZWsuboGo8GIS2MXUtql1HfYsgWWLFEHrl6ttnYIIUQ89dVXX9GtWzez6rwfU7p0aR4+fBjy2Lp1azSNMGZYYska1pCc5JziFGMYo+9gYaFyB6ZODZcuma1IBxg1ahSVK1fGx8eHJk2a8DpcYnQh4rPTp0/Tv39/AKZOnUrJ8OWKfXygWTNVyrtmTbO7fgEE0IpWvOENlalMf/rH0MiFEOLDJCgVHSZOhIIF4flzVRnMZNI1j6o4itJZSuPl76W2KAUH6tqrVIHRo9XzHj3g8uUYGrcQ0WzqVNixQ+Uj37QJUqTQt1//7zo99qhEtqMrjqZstrL6Dg8eqDwJoD6QVKoU/YMWQogYYLYF5yMsLS0j3dff3x9vb2/dIy7KQQ7mMx+AX/mVYxzTd8icGVauVM9nzlRvKGG8q0KWKVMmrl+/TufOnT852CdEXOTu7k7z5s0JCgqiadOm9IxoO0Xv3nD9OmTMqP6fhPuZMpzhXOQiqUjFKlZhlI+BQog4Qn4aRQdbW7XcydYWfv8dZszQNVtZWOHS2IUUtik48+gMww8PNzvFkCEqb7qfHzRpAi9fxszQhYguR4/CYLVIkBkzzFaU4xvoS7PNzXgT+Ea3ojBEcDA4Oan9fyVKhEZuhRAiEfLx8eHnn3+mW7duNG7cmOfPn7+37/jx43FwcAh5ZM2aNQZH+mla0QonnDBhwhFHPPHUd/jxx9DtSe3bq5sVYaRLl46NGzdiaWnJ+vXrmTdvXgyNXIjoERwcTKtWrbh//z65c+dmyZIl5mkN1qxR2yuMRlUYIF06XfNBDjIZVSl8KUvJTOaYGr4QQnyUQYvHt5C8vb1xcHDAy8uL5MmTx/ZwzM2fDz/9pBINnj4NRYvqmrf8s4Umm5oAsKfVHmrlqaVr9/BQH9zv3lW5d7ZuldQ5In569Ej983/+XMWVVq40/7fcdWdXFl1cRPok6bnc7TIZkmbQdxg/XlXbS5JELR/MnTvGxi+ESLyiYq6xa9cujh8/bvb1H3/8kXLlygGQI0cO7t69G+lzOjk5sXjxYmxtbdm1axdbt25l2Xv2/Pv7++MfJgeTt7c3WbNmjbPzp1e8oghFcMONJjRhIxsxEOZNw98fypRRVVh/+AGOHFGJOcOYPn06P//8M1ZWVhw7dozvv/8+Zi9CiCgycuRIfv31V+zs7Dhz5gwFCxbUd3B1VZMsHx9VNeldUYC3XvCC7/iOJzyhG91CViMKIUR0i+wcSoJS0UnTVGWw7dtVufqLF9UH6jB67O7BvPPzSG2XmsvdLpMleRZd+/nzar4VEKCqlIWv+ipEXBcQoHbZnTwJ330Hp06Bvb2+z4a/NtBiSwsMGNjvtJ+qX1XVdzh9GsqWVaulli9XiamEECIGxNRc41ODUmGZTCby5s3LrVu3ItU/zs+fgHOcowxlCCKIJSyhI+GqrN66pT6Iv3qlluGOH69r1jSNZs2asXnzZrJmzcrFixdJkyZNDF6BEF9u165d1K1bF4A1a9bg6Oio7+Dnp0oYX74MFSvCwYMq/9pbGhr1qMcudlGAApznPPaEm4QJIUQ0iex8Q7bvRSeDQSVkzpxZ3cXo08esy9QaUymSoQjuvu603NKSIJO+2kzx4jBrlno+eDAcPhwTAxci6vTvrwJSDg5qtV/4gJSbhxudd6o8UcPKDTMPSHl5QcuWKiDVooXK0yaEEIncixcvQp4bjcYElzupBCVCkp33pjc3uKHvkDu3mmOBqjK2b5+u2WAwsHTpUvLkycODBw9o2bIlQUHhKvoJEYe5ubnRunVrAHr27GkekAI1ybp8WZXuXrtWF5ACmMMcdrELG2xYxzoJSAkh4iQJSkW31KlVhTCDAZYuVdmdw7C1tGVj040ks07G8fvHGfnHSLNTdOkSmi+9eXO4fz+mBi/El3Fxgdmz1fPVqyFXLn27X5AfzTY341XAK8plK8f/KuqXnKNp0LVraLm+BQtkD6sQItH7559/dJW3NE3Dzs4uFkcUPQYwgCpU4Q1vaElL/PHXd2jWTKVJALU3/OFDXXPy5MnZunUrSZIk4eDBgwwbNiyGRi7El3nz5g2NGzfGy8uL0qVLM3XqVPNOmzfD3Lnq+apVqoR3GJe5HFJhbwpTKESh6B62EEJ8FglKxYRKlVTmclCVw8Itz8+dKjdL6qm7feOPj2ffrfB3+1R6qqJF4cULtSPQ1zcmBi7E5/vrr9BCecOHw9vV5zo///4zF59cJLVdalwau2BpDFdNavly2LBB5QpZt04ttxJCiAQoMDBQt9rJZDLRsmVLLly4YNY3bdq0FC9ePOT1H3/8QZ06dWJknDHJiJFVrCI1qbnMZQYxyLzT1KlQpIiaILVsCeFWQ3377bchubYmTZrEpnA3B4WIazRNo3v37ly5coV06dKxadMmrK2t9Z3+/Rc6dFDPBw2CmjV1zT740IIWBBBAXerSgx4xNHohhPh0EpSKKc7OUKpU6FakwEBdc7NvmvFTcXW3z2mbEw+99Xf77OzU1qc0aeDCBXVjMIGt1BcJiIeHSs7/5g1Ur67++Yfncs2F+efnY8DAmkZrzPKpcf069Oqlnv/6K0iSWiFEAuTm5saECRN4/Pgxv/zyS0gQKiAggDNnzvAw3OofUEGprl27MmvWLObNm8e+ffsYOdJ8pXVCkIlMrGAFADOZyU526jvY2sLGjZAsGRw/DhH8OTRr1owBb5Nytm/fnr/++iu6hy3EZ5szZw6rVq3CwsKCDRs2kDlzuEp5vr6qNPerV1CuHIwZY3aO3vTmJjfJRCaWsUxfKEAIIeIYSXQek+7ehcKFVWAqgqScfkF+lFlahktPL1E2W1kOtzmMlYWVrs/hw1CtmtrKN3du6Kp1IeKK4GCoXRv274ccOVSy/tSp9X1uvLhB8UXF8Qn0YXi54fxa+Vd9Bz8/FcS9cgWqVoXff1dljoUQIobFu7lGJMTHa+pHP2YwI2TVVBbC3cjYuFHlOADYswdq6SsaBwUFUbNmTQ4dOkTu3Lk5d+4cKVKkiJnBCxFJR44coWrVqgQHBzN16lR+/vln806dO6t8amnTqnxS4bbtrWc9LWmJAQOHOUxFKsbI2IUQIjxJdB4X5cihT8q5f7+u+V1+qeQ2yTl+/zhDDw01O0XlyjBxonrepw+cOBHNYxbiEw0Zov5p29urwpPhA1I+AT402dgEn0AfKuWohHNFZ/OTDByoAlJp0qg8CRKQEkKIRG0CEyhKUdxxxxFHggnWdwibX6p1a7h3T9dsaWnJ+vXryZYtG7du3cLJyQmTyRRDoxfi4+7du0fTpk0JDg6mdevW9OvXz7zTqlXqs4TBoBJ3hgtI3eEOXekKwDCGSUBKCBEvyCe9mNakCXTrpp47OcHTp7rm3Klys7z+cgCmnJrCtuvbzE7xyy9q7hUUBI0bm+X1FCLWrFsHkyer58uXQ6FwOTU1TeOnPT/x939/kyFpBlwau2Bh1FeKYfv20OzoK1ZAxozRPWwhhBBxnA02rGc9SUnKn/wZUplPZ9o0VbbYwwOaNgV/fWL0NGnSsHXrVmxsbNi1a1eC3fIo4p83b97QoEEDXrx4QbFixVi0aBGG8IVd/vor9DOEs7NaSR5GAAE0pzneeFOGMvyPcMVjhBAijpKgVGyYNg2+/RaeP4c2bdRevDAaFWjEz6XUct12v7XjX/d/de3vCvl99x08ewb166vcPULEpkuXoGNH9XzIEBU4DW/ZpWWsurIKo8HIusbryJA0g77DvXvQvr16/ssv8OOP0TtoIYQQ8UYe8rCABQCMZjRHOarvYGOjqhynTAnnzkEEW5+KFSvG4sWLARg7diwbNmyI9nEL8SGaptGxY0cuX75M2rRp2bZtm3k1zdevVaDV11fl8YigkuRQhnKOc6QkJS64YImlWR8hhIiLJCgVG+zsVEUxOzs4cAAmTTLrMqHqBMpmK4u3vzdNNjXhTaA+6pQ0Kfz2m9rddPGiKsARf7ODifjuv/9UYnNfX5XG49dfzftcfHKRHntU9ZfRFUdTMUdFfYfAQFUE4OVLKFkSxo2L7mELIYSIZxxxpB3tMGGiFa14wQt9hxw5YM0a9XzePLXFKRwnJyf69+8PqMTnEVU4FCKmTJkyhfXr12NpacmWLVvImjWrvoOmqbt+N26o7Xpr1oCFfpX5LnYxlakALGc52ckeU8MXQogvJkGp2PL116FblIYPh5Mndc1WFlZsaLKBdEnScfXZVXrs6UH4nPQ5csDmzWBpqWJc4fKmCxEjAgLUrtT79yFPHjX/DzdXwsPXg8YbG+Mf7E+dvHUYUm6I+YlGjIBTp8DBAdavh/Dlj4UQQghgNrPJRz4e8zgkQKVTu7aaW4FKCv3332bnmDBhArVq1cLX15cGDRrwNFw6BSFiwu7duxk8eDAAs2bNoly5cuadZsxQifwtLdVKwHTpdM0PeUhb2gLQhz7Up350D1sIIaKUBKViU4cOamVIcLCqGOPurmvOlCwT6xuvx2gwsuLyCpZeWmp2igoVVBU+UCt5f/stJgYuhKJpKr3Bn39C8uTq31/4YkYmzYTjVkfuvrxLrpS5WN1wNUZDuB89v/8emsF/6VLImTNGxi+EECL+SUpSNrABG2zYze6QFSI673LuvHmjEnC+eqVrtrCwYN26deTLl4+HDx/SqFEj/MPloBIiOv3111+0bNkSk8lE586d6fYuX1RYx47BgAHq+fTpUKaMrjmIIFrRCg88KEYxJjIxBkYuhBBRS4JSsclggIUL1fKShw+hbVuz/FKVclZiTCWVzLPHnh6ce3TO7DRdukAPtSuK1q3h2rVoH7kQAEydqhKaG41qtV6BAuZ9Rh8dzb5b+7CztGNLsy2ksE2h7/D4sUr6D6pyUuPG0T5uIYQQ8VshCjGLWQAMYQgn0a84x8JCLd3NnBlu3lT5CsOtOHdwcGDHjh2kSJGCU6dO0a1bN7NV6UJEh+fPn1O3bl1evXpFxYoVmTNnjnli8ydPVILO4GBo1Sp0sh/GKEZxjGMkI1lIoFYIIeIbCUrFtmTJ1FJcGxvYvVt9yg9nUNlB1M9Xn4DgABptbMRzn+dmfaZPh0qVVB7EunVVAnQhotPOnTBwoHo+fTrUrGneZ8+/exh1dBQAC+osoFCGcOX4goLA0VElpSpUKMJ//0IIIUREOtOZlrQkmGCa0xx39CvOSZtW5TmwsoItWyLM4Zk3b142bNiA0WhkxYoVTH5XQlaIaOLv70+jRo24e/cuuXPnZvPmzViHT1kQGKgSmz99qoojLVqkbmaHcYADjGUsAItYRC5yxdQlCCFElJKgVFxQqBDMUnf7GDLELL+U0WBkZYOV5E2dl4feD2m+uTlBpiBdHysrFdvKnVsVMKtfXyWdFiI6XL2qbtq9277Xq5d5n9uet3Hc6gjAT8V/ok2hNuad/vc/OHJEZe7fuBFsbaN34EIIIRIMAwYWspA85AnJq2OWX6pUqdAcnkOHqgIz4VSvXp3p06cDMGjQILZs2RLdQxeJlKZpdOnShRMnTuDg4MDOnTtJnTq1eceBA+HECZUbYetWSJJE1/yIRzjiiIZGF7rQghYxdAVCCBH1JCgVV3Tu/MH8Ug62Dmxvvp2k1kk5cvcIgw4MMjtF6tRqsVXKlHDmDLRpY7YbUIgv9uyZWo33+jVUrqziqeFXnPsE+NBoQyNe+r2kVJZSTK853fxEe/eGVthbsgTy5o3+wQshhEhQkpGMTWz6cH6pLl1U9TKTCVq0gDt3zLr06tWLHm+3R7Vu3ZqzZ89G99BFIjRp0iRWrVqFhYUFmzZtIn/+/Oad1q5Vyc0BVq1SaT7CCCSQFrTgP/6jMIWZyczoH7gQQkQjCUrFFZHIL1UgbQFWNlgJwLTT01h3bZ3ZafLmhW3b1MqpzZtDi88IERXevIF69UIr7W3apP6thaVpGh13dOTKsyukT5KeTU03YW0Rbln6/fsqARqoHAnNm8fMBQghhEhwwueXOsEJfQeDAebMgRIlwMMDGjVSb2i6LgZmzJhBrVq18PPzo169ety7dy+mLkEkAps2bQqptDdz5kyqVatm3unCBejUST0fNkxtfQhnGMM4znGSk5xNbMIWWWUuhIjfJCgVl4TPLzVhglmXRgUaMfgH9YbWcUdHrj67atanQgW18ARg/HiViFqIL/Uuz+bZs5AqFezapX4Pb9KJSWz4ewNWRiu2NNtCluRZ9B0CAlQQysMDihWTPFJCCCG+WNj8Us1oxnPC5d+0tVV5pdKmhcuXoWtXs8TnlpaWbNiwge+++45nz55Rp04dvLy8Yu4iRIJ14sQJnN4WdenZs2fIqjyd58+hYUPw84M6dWD0aLMuO9jBZFTes2UsIze5o3XcQggREyQoFdcUKgRz56rnI0bAoUNmXcZUHkP1XNXxDfKlwfoGuL9xN+vTpk3oKqkuXeDw4egctEjoNA369oXfflMx0x07It5tt/ffvQw5NASA2bVm80O2H8w7DRoEp0+Dg0NoEFYIIYT4AgYMLGIR+cnPYx7TilYEE6zvlDWryl9oYQFr1oRukQojWbJk7Nq1i4wZM/LXX3/RrFkzAgMDY+YiRILk6upKvXr18Pf3p379+syI4N9dSGLzBw8gXz7179Oo/5h2hzu0pS0AfehDY6RasRAiYZCgVFzUsaMqXWwyqaUpjx7pmi2MFrg0cuGrlF9x5+UdmmxqQmCw+YRp9GiVOiEoSN14uWq+qEqISJk2Te18MBjUPOmHCGJNru6utNzSUiXdLNqFrsW7mnfaujX0Q8DKlZAzZ7SOWwghROKRlKRsYQtJSMIhDuGMs3mnihVhyhT1vH9/+P13sy5Zs2Zl586d2Nvbs3//frp27YoWblWVEJHx/PlzatWqhYeHByVLlsTFxQULCwvzjn37wp9/qsTm27erG3dh+ONPM5rxkpd8z/dMwrySpBBCxFcSlIqr5s5Vq6aeP1dbncLdpUttn5odLXaEJD7vu6+v2SkMBrV1r3x58PaGmjVVZT4hPsWmTWreDmoe36SJeR9vf28arG+Al78XP2T9gdm1Z5t3cnWFdu3U8/79I8yTIIQQQnyJr/maxSwGYAxj2MMe8059+oTe/GveXL0/hVOsWDHWr1+P0Whk+fLljBgxIrqHLhIYHx8f6tSpw+3bt/nqq69CAp1mliyBefPUxH3tWogg+Xlf+nKe86QiFRvZiDXW5ucRQoh4SoJScZWdncpUnjy5Kgn7NjFiWN+k+waXRi4YMDDv/DwWnF9g1sfWVt1w+eYbePJEBabczXf7CRGh48fhbQoEevWCfv3M+wSbgmm9tTXXX1wnU7JMbG622Tyx+evXKrHsq1dQrlxo1T0hhBAiirWkJT14W0mP1tzlrr6DwQDz50OZMuDlpSp4vHxpdp66deuycOFCAMaOHcv8+fOjeeQioQgKCqJVq1acO3eOVKlSsXfvXtKlS2fe8fhxVfAF1BaHOnXMuqxgBQtYgAEDa1hDNrJF8+iFECJmSVAqLsudW21xArV/assWsy5189VlbOWxAPTa24sjd4+Y9UmZEvbtgyxZ4MYNqFvXrOiMEGauXlVzI39/tahp+nQ1jw9v8MHB7HTdiY2FDduabyND0gz6DpoGnTvD339Dxowqn0f4kn1CCCFEFJrKVEpSEk88aUIT/PDTd7CxUVvKs2SBmzehZUtV0SOcTp064ezsDECPHj3YunVrDIxexGeaptG1a1d27NiBjY0NO3bsIG9EiTjv3FH5NQICoHFjGDrUrMtlLtOd7gA440wtakX38IUQIsZJUCqua9AABgxQz9u1U1GlcAaXHUyLb1sQZAqiycYm3PG8Y9YnSxYVmEqRAk6dUnOvoKBoHbmIx27fhho11A3ksmXBxUXlhQ1v2aVlTDmlcnOsaLCCkplLmneaPRvWrwdLSxWQypDBvI8QQggRhWywYRObSE1qLnCB3vQ275Q+vargYWenJkmDBkV4rpEjR9KlSxc0TaNVq1YcO3Ysmkcv4rPBgwezbNkyjEYj69ev54eIEnF6e6u7xC9eQNGi6iZ0uMTmnnjSiEb44UdtajOc4TF0BUIIEbMkKBUfjBunEnO+fq2CVN7eumaDwcDSeksplrEY7r7u1F1XFy8/8xLG33wDO3eGVk/r1s2sGrIQPH0K1aqp37/7Tv2biSgFwp/3/qTbrm4AjCw/khbftjDvdOIE/PKLej5liopwCSGEEDEgG9lwQaU5WPz2l5miRWHFCvV86lRYutSsi8FgYO7cuSEV1OrVq8dVqR4jIjBlyhQmTVJJyBcvXkyDBg3MOwUHq7vD71aQ//YbJEmi62LCRGtac4c75CQna1iDUT62CSESKPnpFh9YWsKGDaFLzNu2Vck5w7C3smd7i+1kTJqRv//7m2abm0VYka9sWVi3Tt2MWbpUxQskMCXeeflS5R27fRu++ip0dV14tz1v02hDIwJNgTT9uin/q/g/805Pn6ryxkFBqgxk7wjuUgshhBDRqDrVGYtKc9CTnpzhjHmnZs1g5Ej1vFs3OHTIrIulpSXr1q2jTJkyvHz5kurVq+MaQYJ0kXgtX76cAW93N0yaNIkOHTpE3HHgQNizRyV+/e03Nb8PZyxj2cMebLFlC1tIScroHLoQQsQqCUrFF+nSqZxS1tYqc/n48WZdsiTPws6WO7G3sme/23567e0VYQnjhg1VoQ9QeYJGj47msYt4wddX5Xq9ckXtaNi/X93AC8/Lz4u66+ri7utO8UzFWdFgBUZDuB8lAQEqIPXkiVqit3hxxAmphBBCiGg2mME0ohEBBNCYxjzjmXknZ+fQ3AaNG8P162Zd7O3t2b17N4ULF+bZs2dUrVqV+/fvR/8FiDjvt99+o1OnTgAMGDAgJDhlZskSlScW1Ja9EiXMuuxhD/9D3exbwAKKUCRaxiyEEHGFBKXik5IlVclYgBEjYO9esy7FMhULqci38MJCpp2aFuGp2reHmTPVc2fn0PdHkTj5+6vieMeOgYMD/P475Mpl3i8wOJCmm5ryz3//kClZJn5r8Rv2VhHs7evbV1WUSZ5cJZJNmjTar0EIIYSIiAEDK1hBfvLziEc0pSmBhFtNbjDAsmXwww8qoeKPP8Lz52bnSpEiBb///jv58uXjwYMHVKlShadPn8bQlYi4aP/+/TRv3hyTyUSHDh2YOHFixB0PHoTuKmk5o0apFXrh3OQmLWmJhkZ3utOWttE4ciGEiBuiJCh1+/ZtFixYQPbs2T/pOCcnJ7JkyRLyaNSoUVQMJ2Hr2BG6dFF77lq1Ajc3sy7189dnavWpAAw4MIDtN7ZHeKrevWHMGPX8l1/UYhaR+Lxb1LRvn8odtWsXFCpk3k/TNLru6sqB2wewt7JnR4sdZEqWybzj4sWq1LbBoDKkR1RxRgghhIhByUjGdraTjGQc4xgDiGAli60tbNum9q/fuaPyePr5mXVLly4dBw8eJHv27Ny6dYvq1avj4eER/Rch4pw//viD+vXr4+/vT6NGjVi4cCGGiFaGX72q7v4FBakVeSNGmHXxxpsGNMAbb8pSlhnMiP4LEEKIOCBKglJfffUV3bp1i3Cr2IeULl2ahw8fhjykzG4kzZoFpUqpBEANG6oE6OH0LdWX7sW7o6HRaksrzj8+H+Gphg5VW9sBunZVMQSReAQFqdjmzp1qLr5z5/tzkf/6568sv7wco8HIxiYbKZapmHmnEyegRw/1fMwYdadZCCGEiAPykY/VrAZgJjNZxSrzTmnTwu7doeWK27Uzy+MJkCVLFg4dOkTGjBm5du0atWrVwsvLvMiMSLiOHz9OnTp18PPzo06dOqxbtw5LS0vzjg8fQu3a8OoVVKgAy5ebpTR4l9j8BjfIQhY2sxlrrGPoSoQQInZF6fY9o/HTThfhD+4P8Pf3x9vbW/dIlGxsYPNmyJABrl0DJyezCZPBYGBWrVnUzF0T3yBffnT5kduet81OZTDAhAlqNbGmqVNJYCpxCA5Wf99hU5VVrhxx35WXV/K/Iyq/wbza8/gxbwTBpkePVB6OwEBo0gSGDIm+wQshhBCfoT71GYFapdKZzpzmtHmn/PnV1vN3hWYGD47wXLly5eLAgQOkTp2as2fPUqNGDQlMJRJnzpyhdu3avHnzhurVq7Np0yasrSMIInl7qxt0jx5BgQJqJZ6NjVk3Z5zZyU5ssGEb20hP+hi4CiGEiBtiNaeUj48PP//8M926daNx48Y8j2Dvfljjx4/HwcEh5JE1a9YYGmkclDmzemN7F01wdjbrYmm0ZEOTDRRKX4jnPs+psaYGz33M/4wNBpgzBzp1UrEtJydYuzb6L0HEHpMJOnSA9evVnHvzZqhRI+K+B9wO0GmnSt45pOwQuhbvat7Jz0+t2nv2DAoWjPAuoBBCCBEXOONMAxoQQAANachDHpp3qlRJlSkGmDwZZsyI8FzffPMNBw8eJFWqVJw5c0YCU4nAhQsXqFGjBq9evaJSpUps374dW1tb847vbtJdvapuJO/dCynNq+htZSu/8isAi1hEcYpH9yUIIUScYtAiuedu165dHD9+3OzrP/74I+XKlQMgR44c3L17N9Lf3MnJicWLF2Nra8uuXbvYunUry5Yte29/f39//P39Q157e3uTNWtWvLy8SJ48eaS/b4KycqVaWg7qbl4ESROfvHpC6aWlued1jxKZSnC47WGSWpsnnjaZVCXkxYvBaFSnbt06mscvYlxQkEpNtmoVWFjAxo0qzUFErj67StllZXkV8IpWBVuxuuFq80p7mqb+Da5aBalSwblzKh+HEEIkAN7e3jg4OCSouUZCvKZP9ZrXlKEM17hGMYpxjGPYYWfecfx4lesA1J2c5s0jPN/ly5epUqUKHh4elCxZkt9//50UKVJE3wWIWHH27Flq1qyJp6cnZcuWZd++fSRJksS8o6apu38rVkCSJHD0KBQzT3twlauUoQw++NCXvkxnevRfhBBCxJDIzjciHZSKjE8NSoVlMpnImzcvt27divQxMql6q39/mDoV7OxUxbOiRc263Hxxkx+W/YC7rzu1ctfitxa/YWVhZdbPZFJb+RYtUgtdVq5UK6dEwhAYqAKNGzeqgNTate+dX3Pb8zY/LPuBp6+fUiF7BX5v/Ts2luZLzpk4UW1tsLBQ2dKrVo3eixBCiBiUEOcaCfGaPscd7lCSkrzgBS1ogQuqerGOpqnKMHPmqNXpe/e+d6/7lStXqFKlCu7u7pQoUYL9+/dLYCoBOX78OLVr1+bVq1eULl2affv2vf//z+DBan5kNKqEnbVrm3V5xjNKUpL73KcKVdjHPiz5tNQmQggRl0V2vhGr2/devHgR8txoNH5yonTx1sSJULMm+PpC/fpqC1U4+dLkY1erXdhZ2rH31l467+wc4Z+30agKp3XtquZhbduqnVgi/vP3V1X2Nm4EKyv1+/sCUk9fP6X66uo8ff2U79J/x7bm2yIOSG3fHpo7atYsCUgJIYSIN3KSk81sxhJL1rOeCUww72QwqK17TZqocrUNGsCVKxGer1ChQhw6dIjUqVNz7tw5qlWrhru7e7Reg4gZhw8fDtmyV7FiRfbv3//+D1hTpqi5OajtBxEEpPzwoyENuc998pKXTWySgJQQItGKtaDUP//8Q8mSJUNea5qGnV0Ey6bFx1lYwLp1kC+fqvDRoIEKUIVTKkspNjTZgNFgZOWVlQw5FHEiaqMR5s1TW/nerT5+TyoFEU+8eaPilb/9pvJrbt/+/i17L/1eUnNNTdw83fgq5Vfsc9xHSjvzHAhcugSOjuofSY8e8NNP0XoNQgghRFSrQAXmMAeAYQxjG9vMO1lYwOrVUL68qqBWqxbcNi8eAyowdfjwYdKkScP58+cpX748jx49is5LENFsz549IUnNa9Sowe7du0ma1DwNBqC26w0YoJ5PnKgm0eFoaHSiE6c4RQpSsJOdpCSCeZYQQiQSURqUCgwM1K2+MZlMtGzZkgsXLpj1TZs2LcWLhyby++OPP6hTp05UDidxSZECduxQCRRPn4b27SMsYVw3X10W1lkIwMQTExl/bHyEpzMaYe5c+Pln9bpfPxgxQsUfRPzy6pUq/PL772BvrypdR3DTDgDfQF/qravHlWdXSJ8kPftb7ydjsozmHZ8+hXr1VLSralWJWgohhIi3utKVHvRAQ8MRR85z3ryTra26s/Ptt/DkiXrve0+w6bvvvuPo0aNkzpyZf/75h7Jly35SegoRd2zbto0GDRrg7+9P/fr1+e2337C3t4+4844dqmoQqMDUwIERdhvPeNayFgss2Mxm8pI3mkYvhBDxQ5QEpdzc3JgwYQKPHz/ml19+CQlCBQQEcObMGR4+NK9qkjZtWrp27cqsWbOYN28e+/btY+TIkVExnMQrb15VwtjKSiU9f8+fZ6einZhUdRIAQw8PZe7ZuRH2MxrVCuQxY9TrMWOgV68IY10ijnr2TBUQOnIEkiVTgakqVSLuG2QKovnm5hy7fwwHGwd+b/07uVLlMu/o66tW4z18qFbnbdqkSvgJIYQQ8dQMZlCLWvjiS13qcp/75p1SpID9+yFXLrhzB6pVg//+i/B8X3/9NcePHyd37tzcvXuXsmXLcuU92/5E3LRo0SKaNGlCYGAgzZo1Y9OmTdjYRJDKAFQi82bNIDhY3Rh+t30vnK1sZRjDAJjDHKrwnkmZEEIkIlGa6DymSaLO91ixQr0hgkoI9a46XzgjDo9gzDEVcVpRfwVtC7d97ynnz1c7tDQNWrVS38LKPE+6iENu3YIaNdQOgzRpYM8eKFEi4r7BpmDabm/L2mtrsbW0ZX/r/ZTLXs68o8kELVuqhFQpU8LZs5A7d/ReiBBCxKKEONdIiNcUFbzxpixlucY1ClKQ4xwnORH8+dy9C2XLqpVSRYrAH3+Ag0OE53z27Bk1atTgypUrODg4sHv3bn744YfovRDxRTRNw9nZmdGjRwPQsWNHFi5ciIWFRcQHnD2rVs69eqVyJWzeHOHNunOcowIV8MWX3vRmJjOj8zKEECLWxYtE5yKatGsXWr64Sxe1TCYCoyuNpnfJ3gB02NGBLf9see8pu3dXldosLcHFRW0H8/KK4nGLKHPuHJQpowJSX30Fp069PyBl0kx02tmJtdfWYmm0ZFPTTREHpEBVk3mXKX3LFglICSGESDCSk5xd7CIDGbjGNZrTnCCCzDvmyAEHD0LatCq/4o8/go9PhOdMnz49R44c4YcffsDLy4tq1aqxdevW6L0Q8dmCgoLo0qVLSEBq5MiRLF68+P0BqYsX1R3AV6+gYkVYvz7CgNRtblOHOvjiS01qMpWp0XgVQggRv0hQKqH69VdVWi0wEBo2hBs3zLoYDAam15xO+8LtMWkmWm5pyd5/9773lC1bqnQK9vZw4IC6SXg/gtXtInbt3avmRf/9B0WLwsmT748daZpG913dWXF5BRYGC9Y3Xk+dvO/J7TZ3LkyerJ4vW6b2BQohhBAJSDaysZOd2GHHPvbRhz5oRLCpIH9+tZUvRQo4cULNtfz8IjxnihQp2L9/P7Vr18bX15cmTZowdepUqTodx7x584aGDRuyZMkSjEYjCxYsYNSoURgMhogPuHpVbeF8+RJ++AF27lS5x8Jxx53a1OY5zylMYTayUSrtCSFEGBKUSqiMRrV1r1Qp9WZZu7ZKTh2+m8HI4rqLafp1UwJNgTTc0JB9t/a997S1a8Off0LGjPDXX/D993A+gnygInYsXAh166r849Wrq0Vy6dNH3FfTNHrv7c2ii4swGoysbriaxl83jrjzjh3QW62qY8wYaN06WsYvhBBCxLbiFGctazFgYB7zmMKUiDsWLqz2xidJou7WNWjw3sCUvb09v/32Gz/99BOaptG/f39++ukngoIiWIklYtzjx4+pVKkSu3btwtbWlq1bt9K1a9f3H/DPP2rLnoeHmgzv2QMRVOTzw48GNOAmN8lGNnazm2Qki8YrEUKI+EeCUgmZnZ1a2vQuIWft2uDtbdbNwmjBmkZraJi/If7B/tRfX/+DK6aKFYMzZ6BgQRXnKl8etm+PxusQHxUYqHJ+deumcmw6OakbdsneM+/RNI3++/sz59wcDBhYVm8ZLQu2jLjzuXPQooXKJ9W5c+jWUCGEECKBakjDkC1WAxnIalZH3LF0aVXW1t5eVROpX18VBImApaUlc+bMYdq0aRgMBhYsWEDdunXxjmBuJmLOuXPnKFGiBGfPniVVqlQcOnSI+vXrv/8AV1dVNebdkvR9+yCCXCkmTLSlLcc5jgMO7GEPmcgUjVcihBDxkwSlErp06dQk6V3eg8aNISDArJu1hTUbmmygYf6GBAQH0GBDA/b8u+e9p82aFY4fV9vofX2hUSOYMEElQhcxy91d/T3MmwcGA4wbBytXgrV1xP01TWPAgQFMOz0NgIV1Fr4/yf3t21CnjvpLrlkz9JsIIYQQCVw/+vEzPwPQgQ7sZ3/EHStUUCtl7O3Vlr4PBKYMBgP9+vVj69at2NnZsW/fPn744Qdu3boVXZchPsDFxYXy5cvz+PFjvv76a86ePUuZMmXef8CNGyp9wdOn8N13oVs4IzCIQWxkI1ZYsY1tfMM30XMRQggRz0lQKjHIlSt0efnBg6oyn8lk1s3KwooNTTbQqEAjAoIDaLihIbtdd7/3tMmTw65danWOpsGQISrmJTf8Ys7ff0PJkqrwT9KkasXakCHvjxuZNBM99/Rk6il193dOrTl0LtY54s5Pn6o9gM+fq+pCGzdGmLxTCCGESKgmM5mWtCSIIBrRiAtciLhjhQoqqeO7rXwfCEwBNGjQgD///JMMGTLw119/Ubx4cXbt2hVNVyHCM5lMDB06FEdHR/z8/KhTpw6nTp0iV65c7z/o6lW1PeDxY/j6a/X3nDp1hF2nvP0FsJzlVELycAohxPtIUCqxKF48tEStiwsMGhRhNysLK9Y3Xk/jAo0JCA6g0cZG7Ly5872ntbRUi2cWLlQF2bZtU0GS69ej60LEO5s2qV0Dt29Dzpyqwl69eu/vH2wKptOOTsw7Pw8DBhbWWUiPkj0i7vzypVoZ5eamTr579/v3AgohhBAJlBEjy1lOFarggw+1qY0bbhF3Ll9eH5iqW/e9VfkAihcvzoULFyhdujReXl7UrVsXZ2dnTBHcOBRRx93dnbp16zJ+/HgABg0axPbt2z9YrpwLF9QKqf/+U7nEjhxRuxEisIIVDGAAABOYgCOOUXwFQgiRsEhQKjGpWROWLlXPp0yBqRGXo7WysGJd43U0+bpJyIqptVfXvve0BgN06QLHjkHmzHDzpgpMbdkSHRch/PxU/qhmzVQF4goV4OxZ+Pbb9x8TGByI0zYnll9ejtFgZGWDlXQp1iXizr6+Krp15YrKkn7ggMpsL4QQQiRCNtiwla0UpjDPeU4NavAU8+IxAJQrFxqYOnRIVWfz9HzvuTNlysSRI0fo0UPdJBo1ahR169bF8wPHiM938uRJChcuzJ49e7CxsWH16tVMmDABCwuLDx0ElSurpOYlS8LhwyotRgR+4zc60QmA/vRnEBHfBBZCCBFKglKJTZs28PbOEP37w+LFEXZ7F5hy+s6JYC2Y1ttaM+fsnA+e+vvv4eJFqFgRXr+GJk2gT5/3FqIRn+HWLShTRq1OA7VV7+BBSJPm/ccEBAfQfHNz1v21DkujJesbr8epkFPEnYOCoHlzFWFMnlwl7/zQUnYhhBAiEUhOcvawhxzkwA03qlMdDzwi7lyunHpzTplSLWOuUAGePHnvua2trZkzZw4rV67E1taWPXv2ULRoUU6ePBlNV5P4mEwmJk+eTPny5Xn48CF58uTh9OnTtP5YNeEjR1QqA29v9fd64ID6e43AUY7SnOYEE0w72jGJSVF/IUIIkQBJUCoxGjRIBaQAunaF9esj7GZptGRFgxX0KtkLgF57ezH66Gi0D2QzT5dOvV//8ot6PWsWlCgB165F6RUkShs3qiIvly6pINTevSqp+YfSPHn7e1N7bW223diGtYU1W5ttpek3TSPubDJBp06qbJ+trfq9cOFouRYhhBAivslIRg5wgAxk4BrXqEUtXvEq4s6lSsHRo5Ahg5oElS2r9tt/QJs2bTh58iQ5c+bk7t27lCtXDmdnZ4KCgqLhahKPFy9eULduXQYOHEhwcDAtW7bkwoULFP7YHGfrVrXLwMcHqlZVE6/3bPG7xCXqUQ9//KlHPRazGANSGEYIISJDglKJkcEAkyapgJSmgZOTCkBEwGgwMrPmTJwrOAPwvyP/o9/v/TBp7893YGmpdgfu3q2CVH/9pVJazZgRYX518REeHtC6tVrA9OqVulF3+bKaJ33Ik1dPqLCiAofuHCKJVRJ2tdxF3Xx1I+6sadC3ryrbZ2GhImDly0f1pQghhBDxWm5yc4ADpCIVZzlLPerhy3sSmhcsCCdOqNyMt2+rwNRff33w/EWKFOHSpUu0bt0ak8nEqFGjKFeuHG5u78ljJT5ox44dFCxYkD179mBra8uiRYtYu3YtyT6WJ3PuXLXk399fJa3fuVNtyYzAda5Tk5p44015yrOe9VgihWGEECKyJCiVWBkMag+Yo6PastW0qdojH2FXA/+r+D9m1JgBwMwzM2m9tTV+QR/el1e7tro5WKcOBARAv35QqxY8fBjVF5Nw7dwJ33wDa9eC0QjDhqm/psyZP3zczRc3KbOsDJefXiZdknQcbXeUarmqRdxZ02DgQJg9W71etkwlZxVCCBHtLl++zLRp05g9ezZdunTh0qVLkTru3r17ODk5MXLkSIYOHfrBVcwian3Lt+xjH8lIxhGO0JSmBBAQceevvoLjx1XixydP1A2fo0c/eH4HBwdWr16Ni4sLDg4OnD59msKFC7Ns2TL5e44kT09P2rRpQ/369Xn69CkFChTgzJkzdO7cGcP7ShSDmhMNHQo9e6rnXbuqQkG2thF2/5d/qUIVnvOcIhRhBzuwwy6arkoIIRIoLR7z8vLSAM3Lyyu2hxJ/BQRoWv36mgaaliSJpp08+cHuqy6v0ixHW2o4o5VdVlb7z+e/j34Lk0nT5s3TNDs79W2SJtW0WbM0LSgoiq4hAfLw0LQ2bdSfF2ha/vyadvp05I49ef+klmpiKg1ntNyzcmu33G99+IBhw0K/0cKFXz54IYRIQKJ7rlGzZs2Q58+ePdO+//77SB1XuXJl7Z9//tE0TdOmTZumLVq0KNLfU+ZPUeOodlSz1Ww1NLRmWjMtUAt8f2d3d00rXVq911pZadqqVZH6Hnfv3tXKly+vARqgVa5cWXN1dY2iK0iYdu7cqWXMmFEDNKPRqA0cOFDz9fX9+IEBAZrWtm3onGj0aDWJfY/b2m0ti5ZFQ0MrqBXUXmgvou4ihBAiAYjsfEOCUkLTfH01rWpV9QacLJmmnTr1we4H3Q5qDuMdQoIeN1/cjNS3+ecfTStTJvS9vmRJTbt8OSouIOEwmTTNxUXTMmVSf0YGg6YNGKBpb95E7vjNf2/W7MbYaTijlVhUQnv2+tmHDxg9OvQvZNasL78AIYRIYKJzruHh4aHZ2dlpPj4+IV/LlSvXR4+7deuWVqRIkZDX//77r+71x8j8Kers1fZqVpqVhobWUmv54cDUmzea1rRp6PvuyJEfDHq8ExQUpE2aNEmzs7PTAM3GxkYbM2aM5u/vH4VXEv89evRIa9WqVUgAL1++fNqpj8xpQ3h6alr16urvxcJC0xYv/mD3e9o9LbuWXUNDy6/l155pH5lvCSFEIhTZ+YZs3xNqSfL27WpJ+atXqsrIqVPv7V7lqyqc7HiSHClycMvjFqWXlubYvWMf/TYFCqiibvPnqzyRZ89CsWIq7/rr11F4PfHU1auqcmGrVvD4MeTNq1b8T5oEdh9ZCW7STIw6Moomm5rgG+RLrdy1ONz2MOmSpHv/QRMnwsiR6vnkydCrV5RdixBCiI9LmTIle/fuxe7tD3kPDw/SvqfUfFinT5+mWLFiIa9z586Nq6sr/v7+Efb39/fH29tb9xBRoyY12cAGLLFkHetwwokg3pOY3M5OFZcZPFi9Hj1a5fV8z9/bOxYWFgwYMIC//vqL6tWr4+/vz/DhwylatCjHjn18/pXQBQQEMGnSJPLly4eLiwsGg4FffvmFS5cuUapUqY+fwNVVJabfv1/9HW3frgq/vMcjHlGJStzjHrnJzSEOkY4PzLeEEEJ8kEHT4u/mdG9vbxwcHPDy8iL5e6phiE/g46MSQB05AsmSwb59UKbMe7s/e/2MeuvrcfbRWawtrFnw4wLaF2kfqW/15An06QObNqnX6dODs7OaA3yomlxC5OGhYkPz56tE8HZ2Kp1B//7vTWGg4xPgQ7vf2rH5n80A9P2+L5OrT8bS+IE/yMmTVR4pgDFjVLIqIYQQZqJirrFr1y6OHz9u9vUff/yRcuXKhbweMWIE5cqVo3r16h8835QpU3jx4gUTJkwI+VrGjBm5cOECmTJlMuvv7OzMqFGjzL4u86eos53tNKUpQQTRghasZvWHk10vWQLdukFwsEqAvmmTqtT3EZqmsW7dOvr27ct///0HQMOGDRk/fjz58uWLqsuJN/bu3Uvfvn1xdXUFoHTp0syePVsXtP2g/fuhWTPw8oKsWeG336BIkfd2f8hDqlAFV1zJSU6OcpSsZI2KSxFCiAQn0nOomFi2FV1k+Xk0eP1a0ypVCk3+dOLEB7v7BPhojTc01nBGwxmt285uml+gX6S/3c6dmpY7d+hK9nz5NG379kitZo/3Xr3StPHjNS1VqtDrb9pU0+7di/w57r28pxVeUFjDGc1qtJW29OLSDx9gMmmas7N+64AQQoj3iqm5xv79+7Xly5dHqu/YsWO1gQMH6r6WLl06zd3dPcL+fn5+mpeXV8jjwYMHMn+KBtu17SFb+ZprzT+8lU/TNG3/fk1Lnly9H2fK9NG8nmG5u7trXbt21YxGowZoFhYW2k8//aQ9ffr0C68ifjh9+rRWvXr1kK166dOn11auXKkFBwdH7gQmk6ZNn65pRqP68y9TRtM+8md3W7ut5dRyamho2bRs2h3tzhdfhxBCJGSSU0p8Ph8ffWDq2LEPdg82BWujjozSDM4GDWe07xd/rz3wehDpbxcQoGmzZ2tamjShsZKyZTXt998TZnDq9WtNmzRJf73ffKNphw592nkO3z6spZucTsMZLe2ktNqxex/+e9JMJk0bNCj0m44Z8/kXIYQQiURMzDXOnz+vLVu2LNL9lyxZonXq1En3tWTJkkX6eJk/RZ/ftN9CAlNNtaZagBbw4QOuX9e0AgVCE6DPm/dJk5+///5bq1u3bkhwJmnSpNrw4cO158+ff+GVxE3nzp3TateuHXK9lpaW2i+//PJp/5Z9fPQJzdu31zS/D99QvandDElqnkvLpd3V7n7ZhQghRCIgQSnxZXx8NK1yZfVmbWenaXv2fPSQPa57tBQTUmg4o6WbnE77484fn/Qtvbw0behQTbO1DZ0nFCmiaevWaVrgR242xgeenpo2ZYqmpUsXen25cqkCPJ9yfUHBQdqoI6M04yijhjNaofmFtLueH5kcmUya1rt36DeeNu2LrkUIIRKL6J5r3L17V5s6dWrI69u3b2tvPlLd4urVq1qxYsVCXt+8eVMrV65cpL+nzJ+i1w5tR0hgqrZWW/PRfD58gLe3pjVpEvoe3bZt5CucvHXkyBGtRIkSIcEaOzs7rUePHtrt27c//0LiCJPJpJ04cUIXfLOwsNDat2+vubm5fdrJ/v5b3QkEtUpq2rSPBgH/0v7SMmgZQpKaP9IefcHVCCFE4iFBKfHlfHw0rXZt9cZtaalp69d/9BA3Dzet0PxCGs5oFqMstLF/jtWCgoM+6ds+eKBpffpomr196PwsZ061murly8+8llh09aqmde1qfj3Ll396sO3Jqyda5ZWVQ7ZLdtjeQfMJ+MhkNzhY0zp3Dv3m8+d/9rUIIURiE51zjYCAAG3o0KG6LUeDBg3SgoODteDgYK1Fixba+fPnIzy2XLly2r///qtpmqZNnjxZW7VqVaS/r8yfot8ebY9mp9lpaGjltHLaS+0jExiTSdMmTw7dTlaokCpb/AmCg4O1TZs2acWKFdMFb1q2bKmdOXNGM8Wz5edv3rzRli5dqhUpUiTkeoxGo9amTZuQf/ufZMWK0MlYhgyadvjwRw+5pF3S0mhpNDS077TvpMqeEEJ8AglKiajh769pLVqoN3CDQdMWLPjoIT4BPprTVqeQwEm5ZeU+vpInAi9eaNqoUfptbnZ2muboqGkHD6pYS1z1+rWK4VWoEDr2d9v0lixRWxY/1aHbh7T0k9NrOKPZj7XXVl2OxAcQX19Na9Ys9I7gihWf/o2FECIRi865xq5du7RUqVJpmTNn1jJnzqylS5dOy507t6Zpmubr66vlzJlT2759e4TH3rt3T2vfvr3m7OysDRky5JMCDjJ/ihnHtGOag+agoaEV1gprT7VI5Hs6fFjT0qZV79u2tpo2d+4n5zIwmUzawYMHdTmXAO2bb77RJk+erD158uQzryhm/P3339rAgQO1VKlShYzd1tZWa9++vXbjxo1PP+Hr15rWrl3oZKxq1Y/mj9I0TftD+0NLriXX0NCKa8U1dy3inG1CCCEiFtn5hlTfEx8XHAw9e8KCBer1uHGqnLHB8N5DNE1j9dXV9NjTg9cBr3GwcWD+j/NpWbDlJ3/7N29g2TJVne6ff0K/ni2bqqRcvz4UKwZG4yefOkq9eQN79sDGjbB7t3oNYGEBDRuqP8Ly5T/4xxYh30Bfhh8ezvTT09HQ+Dbdt2xsspECaQt8+MCXL6FBAzh6FKysYPVqaN78cy5NCCESrYQ410iI1xRXXeYyNajBc56Thzwc4ADZyf7hg548gfbt4fff1esff1QToXTpPvn7X7p0iWnTprF582b8/PwAsLCwoHbt2jRv3pyaNWuSOnXqTz5vVLt+/TobN25k06ZN/P333yFfz5EjBz/99BMdOnT4vHGePKn+LF1d1URx1CgYMkRNzj5gIxtxwokAAihHOXayEwccPv37CyFEIhbZ+YYEpUTkaBqMGAFjx6rXffrA1KkffVO/7Xmb1ltbc+rhKQBaf9eaWTVnkdIu5WcN4dw5WL4c1q1T1XvfSZsWatWC2rWhenVI+emn/2QmE1y7pmI+R46oueO7QBRAzpzg6Ahdu0KWLJ/3PU49OEW739rh6q5KHXcq0omZtWZib2X/4QMfPVJ/INeuQbJksG0bVKnyeYMQQohELCHONRLiNcVl//Iv1ajGPe6RmczsZjeFKPThg0wmmDMHBg4Ef38VkFq2TAWoPsPLly/ZuHEjy5cv5/Tp0yFfNxqNfP/999SuXZvatWtTuHBhjDFwl8/T05Njx45x9OhRfv/9d10gytramurVq9OlSxdq13Jl8/sAAQAASURBVK6NxUfmmhHy9YWRI9VcVdMgUyZwcYEKFT566Exm0o9+aGg0pjFrWIMttp8+BiGESOQkKCWix9Sp0L+/el6vnnqDT5Lkg4cEmYIY++dYRv85GpNmIn2S9MysOZNm3zTD8KnLht7y9YXffoPNm2H/fnj1St+eJw8ULx76+O47SJHis74VAIGBcPs2XL+uHqdPw7Fj4Omp75czJzRtCs2aQdGin74q6h3fQF9G/jGSaaenYdJMZEyakcV1F/Nj3khMRq9fhxo14MEDyJAB9u6FwoU/byBCCJHIJcS5RkK8prjuIQ+pTnWuc52kJGUjG6lFrY8feO0atGoFf/2lXrdoATNmQPr0nz2W69evs2bNGnbt2sXVq1d1bcmSJaNo0aIUL16c4sWLU6xYMXLmzImlpeVnfz93d3du3LjB9evXuXr1Kn/++SdXr14l7EcQKysratSoQdOmTalXrx4pvmTSdvo0tGsHN2+q123bwvTpH71jacLEYAYzmckA9KAHM5mJBZ8RFBNCCCFBKRGNNmxQb/D+/irysnOnugP1EacenKLDjg7ceHEDgNp5ajO39lxypMjxRcMJCIATJ9TWud27VUwmIsmSQdasatVS1qzqpqO1tXpYWanfAwNVoOndw8MD7t+HW7cgKMj8nEmSQNmy6sZbtWpqG+HnBqLeOXT7ED329OCmu5pMtSnUhhk1ZkRuddmRI9CokRp8vnywbx/kyPFlAxJCiEQsIc41EuI1xQeeeNKYxvzBHxgxMoc5dKf7xw/084Phw1VgxWRSd9kmTYKOHb84d8GDBw/Yu3cve/bs4eDBg/j4+Jj1MRqNZMyYkaxZs5I1a1ayZMlCkiRJsLa2xtraGisrKywtLfH29sbT0xMPDw88PT3577//cHV15cWLFxF+73z58lGhQgUqVqxIrVq1viwQBWoJvbMzzJql/pwyZoRFi6BOnY8e6osvneiECy4AjGMcgxmMgS+c1AkhRCImQSkRvU6eVMmcXrxQEZ5du9RypI/wD/JnwvEJjDs+joDgAOyt7BldcTS9v++NlYVVlAztxQu4cAHOnw99PHz45ee1t4f8+dWjUCEViCpaVAW0osK9l/f4Zf8vbLm+BYAMSTOwqM4i6uarG7kTLFgAvXqp6FmpUipYmCZN1AxOCCESqYQ410iI1xRfBBBAV7qyghUA/MzPTGJS5FbjXLgAXbrAxYvqddmysHAhfP11lIwtKCiIf/75hwsXLnD+/HnOnz/PlStX8Pf3/+JzZ8uWjfz585M/f35++OEHypcvT4YMGaJg1KgA1MqVKt/p8+fqa61bw8yZkCrVRw9/zGMa0IBznMMCC5awhHa0i5qxCSFEIiZBKRH93NxUboObN9UyJBeXSN2NArjx4gZdd3Xlz3t/ApAnVR4mVJ1Aw/wNP3tL34e8fq0CUw8eqMfDh+DurlZGBQSE/m5hoVZ3v3ukSqVutBUoAJkzR08ydd9AXyafnMyE4xPwDfLFaDDyU/GfGF1pdORWRwUGQt++MG+eet2yJSxdCnZ2UT9YIYRIZBLiXCMhXlN8oqExnvEMYxgA9anPKlaRnEj8XQQFwezZKs+nj4+auHTqpFYIRVWQJ4zg4GCePXvGw4cPefDgAQ8ePODRo0f4+fkREBBAQEAAgYGBBAYGkjx5clKmTBnySJUqFblz5yZfvnwk+Uiqh8927py6IXfmjHqdN68KRtWsGbnDOUcDGvCYx6QiFZvYRGUqR89YhRAikZGglIgZnp5qu9iRI+r1//6nEktGInpj0kwsv7ScoYeH8txH3dkqk7UMk6tNpkzWMtE46LghyBTE6iurGXV0FPe87gFQPnt5ZteazXfpP77qDFCRtaZN4Y8/1L7BsWM/WhlRCCFE5CXEuUZCvKb4aD3raUc7/PEnH/nYxjYK8JHKuu/cu6duSG3frl4nSQIDBsAvv0DSpNE15Ljj33/h119hzRqVyDxpUjX/7NNH5WOIBBdc6EhH/PDja75mBzvIRa5oHrgQQiQekZ1vRH95DZGwpUypys716KFejxoFdeuaZwCPgNFgpGPRjtzqdYsR5Udgb2XPyQcn+WHZDzTe2JgrT69E8+BjR5ApiFVXVpF/Tn467OjAPa97ZE6WmXWN13Gk7ZHIB6SuXIGSJVVAKmlSNTEdMkQCUkIIIUQ80IIWHOUomcnMTW5SkpJsYUvkDs6eXVXW/fNP+P57tWrK2VlVepkzR18OOCG5fRvat1dL2FevVgGp1q3Vqv0BAyIVkAoiiEEMwhFH/PCjDnU4xSkJSAkhRCyRoJT4ctbWagK0ciXY2qqM48WLq6BJJCSzScboSqP5t9e/dCrSCaPByNbrWym8sDA119Tkjzt/EI8X9IUICA5gzdU1fDPvG9pub4ubpxtp7NMwudpkbva8SYtvW0Ru66KmqRwS33+vJmc5c8KpU6oaohBCCCHije/5notcpCIVec1rmtCEQQwiiAiqq0SkXDk1B9i4EXLlgqdP1Xa2HDnUSiIPj2gdf4z591/o3FkVcVmxAoKDoXZtOHtWBaciUXAHVBXESlRiEpMAGMQgtrM9clsnhRBCRAvZviei1uXLajvfnTsqp9Hs2dChwyet3vn7+d+MPTaWDX9vwKSZACiRqQQDfxhI/Xz1oywhekx5/OoxC88vZOGFhTzzeQZAKrtUDCwzkB4le5DU+hOW2Xt7qySnGzao1z/+qIKBqVNHw8iFEEIkxLlGQrym+C6IIIYwhClMAaASlVjNajKTOfInCQiAJUtg8mS4e1d9LUkSFczp3VvdxIpPTCbYu1fd+Ny3L/TrNWqolfnff/9Jp9vLXpxwwh13kpGMpSylKU2jeNBCCCHekZxSIvZ4eICjY+gEolEjVZL3EwMndzzvMPXUVJZeWopfkB8Aae3T0vq71rQv3J6C6QtG9cijTLApmGP3jzH//Hy2Xt9KkEnd8cyYNCM9S/akZ8meJLf5xH+zly5Bs2Zw6xZYWsL48fDzz9GTfV0IIQSQMOcaCfGaEopNbKI97fHBh5SkZDGLaUzjTztJUBBs2gQTJ+pXrVeqpLa+NWqkglVx1fPnavXTvHlqRTiom5u1asHQofDDD590ukACGcEIJjIRgKIUZSMbZbueEEJEMwlKidhlMsHUqTBsmKoOlymTWtFTteonn+o/n/+YfXY2iy8u5unrpyFfL5axGG0KtaF+vvpkT5E9Kkf/WUyaiRP3T7Dx741sub6FJ6+fhLSVy1aOniV70jB/w09f6RUcrP4sR44Ef3/Ilk2tlCpVKoqvQAghRHgJca6REK8pIXHFlVa04gIXAOhAB2Yyk6R8YgJzTYMDB9Qc4sAB9RpUxeRmzaB5cyhfHmxsovgKPsPz57B1qwqmHTmi5pEAKVJAx47QvbvanviJbnCDdrTjDKo6Xy96MZnJ2BAHrlkIIRI4CUqJuOHiRWjVSiWgBFUVZswYlXvqEwWZgth3ax/LLy9n582dBJoCQ9q+Tvs1P+b5kdp5avND1h9ibIvf09dPOXr3KEfuHmGH6w4ev3oc0pbCNgVNv25KjxI9KJSh0Od9gxs31F3N06fV63r1YPlySJUqCkYvhBDiYxLiXCMhXlNCE0AAzjgzgQloaOQmN2tYw/d82pa1EPfvq5uDK1aErj4CtWKqalWVDqBWLciSJUrG/1GBgWqOePSoKpgTNhAFUKKESlfQqhXY23/y6YMJZhrTGMEI/PHHAQeWsvTTV50JIYT4bBKUEnHHmzfQvz/Mn69e580LCxaoZeSf6T+f/3C55sLm65s5+eBkSO4pgCRWSSiSsQjFMxaneCb1yJM6D0bDl21z8/T15MaLG1x/cZ3TD09z9N5RXN1ddX0cbBxokL8Bzb5pRtWvqmJtEbmyxGaCg2H6dBg+XK2OSp4cZsyAdu2kup4QQsSghDjXSIjXlFAd5ShOOPGABxgx0ote/MqvJCPZ553QZIJjx9T2uF274NkzfftXX6liNe8eRYuCg8OXXURQkMpxdf06XL2qKgaeOKEqBoZVogQ0bQpNmnxR/qub3KQ97TnFKQBqUpPFLCYLMRRwE0IIAUhQSsRFO3dC167w5O22tvbtVTLOL0zS7eHrwX63/ez5dw97b+3lxZsXZn1sLW3JkjwLWZNnDfk9XZJ0WFtYY21hjZWFFdYW1gQGB+Lp54mnryeefp54+Hpw3+s+N17cCElSHpYBA4UyFKJC9gpU+6oaVb+qio3lFy4Jv3JFLVM/pSZT1KgBixdD1qxfdl4hhBCfLCHONRLiNSVknnjSm96sYQ0AWcjCXOZSjy+sumsyqXyVe/aox5kzoVv8wkqbVs1B3j2yZFErrKyt1cPKSuW69PYGT0+VW9TTE/77D1xdVeW8gADz86ZKpaoHVqwI9et/cSJ2f/yZznRGMQo//EhOcqYznfa0x4Dc0BNCiJgmQSkRN3l5wZAhaqWUpkGaNGpFkKNjlKwACjYFc+PFDS48ucD5x+c5//g8l55eCkmU/qWyJM9C/jT5KZReBaLKZitLSruUUXJuPDxgxAj1Z2MyqZwP06apXAqyOkoIIWJFQpxrJMRrSgz2s59udOMOdwBoRCNmMevTKvR9iKcnXLgA58+HPu7di5pz29lBvnyQPz+UKQMVKsC330ZZsZY97KEvffmXfwGoRjWWsIRsZIuS8wshhPh0EpQScdupUypXwF9/qdelS6tVU59YUSUygkxB3Pe6zwOvBzzwfsBD74c88HqAu687gaZAAoIDCAxWv1sYLUhpm1I97FKSyi4VGZNmpEDaAuRLnY9kNp+5XP5DgoNVCedhw8DdXX2taVOVmFRWRwkhRKxKiHONhHhNicUb3jCa0UxhCsEEY489/enPAAZ8eiL0yPDwUIGphw/hwQP1ePQI/PzU6qeAAJUfKjBQpRpImTL0kSoV5M4NBQqoIi3RUC3YDTf60pdd7AIgPemZyETa0EZWRwkhRCyToJSI+wICVOBlzBiVdwqgYUMYP17dTUvoNE0tlx8xQi2fB/jmG5g1CypXjt2xCSGEABLmXCMhXlNic5WrdKc7JzkJqGCMM850ohOWWMby6KLfc54zmcnMYhYBBGCJJX3ow0hGkhz5Ny2EEHFBZOcbUX/LQojIsrZWW/lu3VKrpoxG2LZNBWZ++kndjUuINE1VmilVCurUUQEpBweYORMuX5aAlBBCCCE+6Du+4zjH2cxmcpObZzyjO935lm/ZxCaCCY7tIUaLF7xgMIPJSU6mMIUAAqhGNa5ylSlMkYCUEELEQxKUErEvY0ZYuBCuXYO6ddV2tvnzVQWYtm1Dt/jFd5oGBw5A2bJQsyacPavKHA8YoJKA9u6tEoUKIYQQQnyEAQONacw//MNsZpOGNNzkJs1oRgEKsIhF+BE1OTVj2wteMJzh5CQnE5nIG95QnOLsYQ+/8zsFKBDbQxRCCPGZJCgl4o6vv4YdO+DIEbVaKCgIVq2CggXViqI//4y4Kkxc9+oVzJunVoBVrw4nT4KtLfz8M9y+DZMmqco2QgghhBCfyAoretITN9wYyUhSkpJ/+ZeudCUHORjPeDzxjO1hfpbznKcd7chCFsYylte8pghF2MlOznKWWtSS3FFCCBHPSU4pEXedO6cCNlu2hAaj8ueHdu3AyQkyZYrV4X3UP/+oSnorVqjAFKgSyp06waBBaoWYEEKIOC0hzjUS4jWJUK95zRKWMI1pPEClQrDBhgY0oD3tqUpVLLCI5VG+ny++bGELc5jDGc6EfL04xRnGMOpTXwJRQggRD0iic5Fw/PsvTJkCa9aEJkQ3GqFGDbW9r1YtVfElLrh5EzZtgo0b1XbEd/LmhZ49oU0blT9KCCFEvJAQ5xoJ8ZqEuUACWc96pjKVK1wJ+XoWstCGNjSnOQUpGCcCPL74so99bGQjO9mJDz4AWGNNM5rRk56UpGScGKsQQojIidGg1OXLlzl8+DBWVlZcu3aN7t27U6RIkY8ed+/ePYYPH07OnDkJCgpi7NixGAyRf7ORSVUi4+2tAj7Ll8OJE6Fft7SEcuXgxx+hdm21muoT/h19ET8/OH1abTncvh2uhE76sLRU4+nZE6pUiZZSyEIIIaJXQpxrJMRrEu+noXGRiyxnOS646LbyZSELtanNj/xIZSqTlKQxNq673OUoR/md39nJTl7zOqQtO9npTGc60Yn0pI+xMQkhhIg6MRqUqlWrFnv37gXg+fPn1KtXj9OnT3/0uCpVqjBnzhwKFCjA9OnTSZo0KZ07d47095VJVSLm6qq2xW3erFZShZU1K5QsCcWLq0exYpAy5Zd/z+BguHcPrl9XgaijR+HMGQgICO1jaQlVq0KzZlC/PqRK9eXfVwghRKxJiHONhHhNInL88GMHO1jNag5yUJcI3RprilGM4mF+5SNflGz188abG9zgKlf5kz85ylHuc1/XJxvZaEpTmtGMEpSQVVFCCBHPxVhQytPTk8yZM/PixQvs7e0ByJ07N7du3frgcW5ubjRt2pSLFy8CcOvWLZo1axbyOjJkUiUAFZTas0c9jhzRB4neyZoVsmVTv2fJon5Plw6srdXDykr9HhgInp6hDw8PuH8fbtxQgTC/CKrYZMwIFSpAtWrQoIEEooQQIgFJiHONhHhN4tP54ssf/MEe9rCb3dzlrlmfJCQhJznJGuZXFrKQhCRYv/1lhRWWWOKNN5544oEHnnjyH//hiis3uMFjHpud2xJLSlCCClSgAQ1ke54QQiQwkZ1vfHH9+ZQpU7J3717s7OwA8PDwIG0kKomdPn2aYsWKhbzOnTs3rq6u+Pv7Y2NjE+Ex/v7++Pv7h7z29vb+wtGLBCFPHujTRz1ev4azZ+HCBTh/Xv3u5gYPHqjHl7KxUfmhChVSgagKFSB37pjbLiiEEEIIEQXssKP221+zmc2//Ms5znGe81zgAhe5iA8+/PX215fKSEbyk58ylKEiFSlNaZKQJAquRAghRHwW6aDUrl27OH78uNnXf/zxRypUqBDyevr06YwaNeqj53vy5AmpU6fWfS1ZsmS4u7uT6T1V1caPHx+pc4tELGlSqFxZPd7x9FQJyN8Fph4+VL+/eKFWRgUEhP5uYaFWOqVMqR6pUkGGDFCggMpVlSOH6iOEEEIIkUAYMJD37S9HHAEIJphb3OIud3nIQx68/fWIR/jiS8DbX4FvfyUnOSlJSSpShfyei1wUoAD5yEcKUsTuRQohhIiTIh2UqlOnDnXq1PlgnwMHDpArVy6qV6/+0fMFBAQQfuegyWTC1tb2vccMGTKEn3/+OeS1t7c3WbNm/ej3EolcypRQqpR6CCGEEEKIj7LAgnxvfwkhhBDR5Yu3771z4cIFHj58SPv27SPVP3369Ny5c0f3NV9fX1J9IB+PjY3Ne7f2CSGEEEIIIYQQQoj4I0pq1N+7d4+jR4+GBKTu3LmDr6/vB48pWbIkly5dCnnt6upK4cKFo2I4QgghhBBCCCGEECKO++KgVGBgIIsWLaJv374hX1u4cCE2NjaYTCZatmzJhQsXzI4rWLAg9vb2IVX6duzYQefOnb90OEIIIYQQQgghhBAiHvjioNT+/ftZsGAB2bJlI0uWLKRPn54tW7ZgNBoJCAjgzJkzPHz4MMJj16xZw7hx4xg1ahQeHh60bt36S4cjhBBCCCGEEEIIIeIBgxY+23g84u3tjcP/2bvvuKau94Hjn4QNMh0oihMVtVp3HW1dHe4t7q2t2tZWrW3VDq17j2odbdW69961rrr3HhTBwVBE9obk/v7Il/yKCQjI5nn7yssk59ybc28gOTz3nOfY2xMWFoadnV1ON0cIIYQQ+Ux+7Gvkx2MSQgghRO6S1v5GpuSUEkIIIYQQQgghhBAiPSQoJYQQQgghhBBCCCGynQSlhBBCCCGEEEIIIUS2k6CUEEIIIYQQQgghhMh2pjndgDeRlKM9PDw8h1sihBBCiPwoqY8RHh6Ora0tKpUqh1v05qT/JIQQQoisltTPeN3aenk6KBUREQGAq6trDrdECCGEEPmZq6trvlmtTvpPQgghhMguERER2Nvbp1iuUl4XtsrFtFot/v7+ueLKZXh4OK6urjx9+jRfdFizi5y3jJHzlnFy7jJGzlvGyHnLmNx03hRFISIiAltbW+zs7HK8v5EZclP/CXLX+52XyHnLGDlvGSPnLWPkvGWMnLeMyW3nLakP5eLiglqdcuaoPD1SSq1WU6pUqZxuRjJ2dna54gcgr5HzljFy3jJOzl3GyHnLGDlvGZNbzltqV/fyotzYf4Lc837nNXLeMkbOW8bIecsYOW8ZI+ctY3LTeUtLH0oSnQshhBBCCCGEEEKIbCdBKSGEEEIIIYQQQgiR7SQolUksLCz46aefsLCwyOmm5Cly3jJGzlvGybnLGDlvGSPnLWPkvBUs8n5njJy3jJHzljFy3jJGzlvGyHnLmLx63vJ0onMhhBBCCCGEEEIIkTfJSCkhhBBCCCGEEEIIke0kKCWEEEIIIYQQQgghsp0EpYQQQgghhBBCCCFEtpOglBBCCCGEEEIIIYTIdhKUEkIIIYQQQgghhBDZzjSnG5DfHD9+nDt37pCQkMCDBw+YMWMGDg4OOd2sXO/69escO3YMMzMzbt26xfDhw6lVq1ZONyvX8/b25siRI0yfPp3Hjx/ndHNyvZCQEEaNGkXZsmUJDg5m1qxZWFpa5nSzcj35OcsY+VzLGPkeLZjkfc8Y+ZzJGPleSx/pP2WM/JxljHyuZVxe/S5VKYqi5HQj8pO33nqLW7duoVKp2LNnD0ePHmXRokU53axcr1WrVhw8eBCAwMBA2rdvz/nz53O4VXlH6dKlefLkSU43I9cbNGgQHh4etGzZkp07d3L58mWmTp2a083KM+TnLH3kcy1j5Hu0YJL3PWPkc+bNyPda2kj/6c3Iz1n6yOdaxuXV71KZvpfJWrduTWJiIgCVK1fm0aNHOdugPCAkJISTJ08SHR0NQLFixQgKCsrhVuUtarX8Kr9OZGQkR48e5aOPPgKgZcuWrFq1Cq1Wm8Mtyzvk5yzt5HMt4+R7tGCS9z395HPmzcn32utJ/+nNyc9Z2snn2pvJq9+l8huSyWbNmoWZmRkAW7duZeDAgTncotzP0dGRgwcPYmVlBUBwcDBFixbN4VaJ/ObGjRtUrlxZ3zGwsrLCzs4Ob2/vHG6ZyI/kcy3j5Hu0YJL3Pf3kc0ZkB+k/iewkn2tvJq9+l0pOqQzYt28fp0+fNni+TZs2vPfee/j4+PD999/j4ODA+PHjc6CFuVNq561Jkyb6x/Pnz2fSpEnZ2bRc7XU/byJtAgICKFy4cLLnHB0dCQwMxM3NLYdaJfIz+VzLOPkezZ+k/5Qx0n/KGOk/ZQ7pP4nsJp9rbyYvfpdKTqkstGbNGm7evMmcOXNyuil5xl9//YWfnx8DBgzI6abkKWXLls0zwzNzyoYNG9i9ezebN2/WP/fOO++wdOlSateunYMtyzvk5yxj5HMt4+R7tGCS9z395HMmY+R77fWk//Tm5OcsY+Rz7c3kpe9Smb6Xhfr168fq1auJiYnJ6abkCVeuXMHX11c+eESWcHZ2Jjg4ONlzoaGhFC9ePIdaJAoC+Vx7M/I9WjDJ+54+8jkjspL0n0ROkM+1N5eXvkslKJWJoqOjadu2rUHiv/j4+BxqUd7x+PFjTp48qZ/36uPjkyd+gUTeUbt2be7cuUPS4NCoqCi0Wi0lSpTI4ZaJ/Eo+19JPvkcLJnnfM04+Z0RWk/6TyG7yuZYxefm7VIJSmSgqKorLly/rEwE+ePCAt956C3t7+xxuWe6WkJDAihUr+Oqrr/TPLV++HAsLi5xrVB6TkJCAzMRNnaOjI82bN+f48eMAHDx4kH79+qFSqXK4ZXmH/JylnXyuZYx8jxZM8r5njHzOvDn5Xns96T+9Ofk5Szv5XMu4vPxdKjmlMtmWLVvw8fHB1tYWT09Pxo4dS8mSJXO6Wbna/v376devn36VhYSEBOzs7Pj3339zuGW538OHD9m6dSvjxo1j1KhR9O7dmzp16uR0s3Kt0NBQxo4dS+nSpQkMDGTOnDnyJZcG8nOWfvK5lnHyPVowyfuefvI5k3HyvZY+0n/KGPk5Sz/5XHszefW7VIJSQgghhBBCCCGEECLbyfQ9IYQQQgghhBBCCJHtJCglhBBCCCGEEEIIIbKdBKWEEEIIIYQQQgghRLaToJQQQgghhBBCCCGEyHYSlBJCCCGEEEIIIYQQ2U6CUkIIIYQQQgghhBAi20lQSgghhBBCCCGEEEJkOwlKCSGEEEIIIYQQQohsJ0EpIYQQQgghhBBCCJHtJCglhBBCCCGEEEIIIbKdBKWEEEIIIYQQQgghRLaToJQQQgghhBBCCCGEyHYSlBJCCCGEEEIIIYQQ2U6CUkIIIYQQQgghhBAi20lQSgghhBBCCCGEEEJkOwlKCSEyxfnz5xk/fjyhoaHp3nbTpk1ERUW9cRtOnz6NRqMB4PHjx3h6er52m+DgYPz8/FKtExAQ8No6QgghhBBCCCHSR4JSQohModFoOHDgAHZ2dunetnTp0tStW5c7d+6kqf6dO3eYMWOGPgCVZOLEifz5558A/Pvvv3Tp0oXY2NhU9+Xr60v79u2Ji4tLsY6XlxedO3dGUZQ0tU8IIYQQIrf4/PPPuX///hvtY+HChcybNy9dfaF79+4RGRmZ7Llr167x7NmzN2qLECJ/kaCUECJTmJiY4ODggFqd/o+VRo0aUa1aNTp27Jim+tWqVePp06d88cUXyZ43MzOjUaNG+vt16tTB0tLS6D4++eQT/v77b0xNTalevToWFhYpvp6lpSUVK1ZEpVKlqX0nT56kcuXKtGjRgqVLlzJt2jS6du3K9evXk9U7f/48Q4cOZfz48bi7u/P+++8DEBMTw6hRozAxMWHOnDksXLiQ4cOHM2rUKBITE9PUBiGEEEIIgD///DNdwaRHjx4ZPDdixAh++eUXrly5kuz548eP4+PjY3Q/P//8M2PGjDGo/+WXX6a5LUKI/M80pxsghBAAn332GZ999lma648YMYKVK1cme87MzMzgfkREBEuWLOG7777TlyUkJHDu3DkWLlzI48eP9c9v3LiRmjVrUqVKFa5du8Yvv/zCihUr0hyMStKkSRMaNmxI3bp1GT58OAAXL16kffv2PH78GJVKxaNHj/j22285fPgwlpaWjB8/niZNmgBgZWXFl19+ydq1a/n666/1++3atSvLly9P13kSQgghRMGVkJCARqPB3d3daHlcXBxffvkl06dPx9HREYABAwYQHx+Publ5srqJiYnJ+iWg699UqlSJs2fPYm1trX8+Pj6e06dPc+vWrWT1NRoNdevW1T++cuUKp0+flkCVEAWYBKWEELlCs2bNOHr0qMHzK1as4Pbt2yxatCjZ89WqVWPu3LncvHmTLl26ULRoUTw9PenXrx/W1taEh4fj7+9Pu3bt9Pt/5513ANi1axfx8fG0atWK6Ohonjx5QtOmTQF46623WLx4MSqVisTERExNM+djsn79+kRFRfHkyRPKlCnDDz/8wNixY/UjuQoVKsSQIUPw9/fHxcUlxXN06dKlTGmPEEIIIfKfn3/+mTVr1lCyZElUKhUxMTGo1WqaNWuW4jaJiYn89ttvfPPNNwBYWFgwZcoU3n33XQAWLFhAixYtqF69OgD379/n+PHjDBo0KMWR5nv27KFTp07cuHGD4cOHU7hwYUxMTHjy5AkmJibs379fX9fExIT27dtTrly5zDoNQog8RIJSQogslZiYyMKFCxk1ahSHDx/mq6++wtnZOV3T/FQqFZcuXaJevXr654KDg1Gr1dSoUYN///0XgI4dOzJjxgzc3d05f/48y5YtY/Xq1Qb7e/z4MTdv3sTCwoL79+8zY8YMfb3jx48TExODmZlZhqYipkSr1RITE4OTkxPR0dHs27eP33//PVmdpFFVKQkODsbBwSHT2iSEEEKI/OXHH3/kxx9/1D8+dOgQixYt4sCBAwBMmTKFfv36Ubp06RT3oVark033O3LkCM2bN9c/Dg8P58CBAwwfPpw9e/bw0UcfGaRLWLVqFfPmzaNy5cpcvnyZiIgInJ2d+fHHHylVqhSffPIJsbGxeHl58dZbb2XW4Qsh8iAJSgkh0iwiIoLu3bsTHR1tUBYeHo63t7d+xFGSoKAg7ty5Q2hoKJMnT6ZVq1bJyhVFSfP0uOjoaNq3b09kZCR+fn7Ur1+f7du3p+sYvL29+e2339ixYwfm5uYGI6U0Gg3t2rWjbdu26drv6yxYsICePXtia2vL2bNncXZ2TjWP1asCAwPZuXMnGzduzNR2CSGEECL/unTpErVq1dI/njt3LtWqVUs1KKXVatm9ezfffvst5ubm3L59myFDhuin50VGRvLkyROaNGnC3bt36dOnD/Pnz9dv7+npyaFDh3j33XcZN24cL1++pHr16tSsWZPExERUKhUbNmwgPDyc4OBg7t69m2zqnxCiYJGglBAizWxtbVmxYgUODg4UKlQoWdn58+f57rvvOHHiRLr2OXLkSMqXL89XX32FSqViz549tGvXzmigytramp07d2JjY8PPP/9MxYoV0/Qahw4dombNmhQvXpzy5ctz5coVLCwsMDMzMxgp9eDBAypXrvzGq9QAnD59GpVKxR9//MGgQYNYsWIFAE+fPsXJyem128fGxrJs2TIiIyPZuHEjs2fPpnLlym/cLiGEEEIUDOfPn0+WbFxRFKpVq6Z/vHXrVpo1a0aRIkX0z0VHR9OzZ0/mzJkDQPv27Zk1a5Y+L9X169eZMWMGmzZtMvqa8+fPp27dujRs2BDQTQd86623DPqISaPaJSAlRMEmQSkhRLqUKlUq0/YVGxvL2rVr+fzzz9FqtZiYmFC9enVGjRrF3LlzMTExMdjG1tZWf9/ExIRvvvmGPXv24OzszO3btxkwYACWlpb6nFJJI6AaNmzI9OnTAV1nqnfv3pQrVy7ZSKnExERu3LjB48eP07VKTUreffddPvvsM5YvX07jxo31x6NSqZLtPyYmhunTp3P16lUqVqyoH3ZvaWnJsGHDAN1yzj169ODx48cMGjTojdsmhBBCiPzt+fPn3Lp1i/fff599+/bx4YcfEhYWRlhYGAC3bt1i8ODBTJo0iVGjRum3i4qKStbfSkxM1OfsBN1IqTJlyhh9TS8vL1xcXJL1c9RqNbdu3TIYTR8eHk6NGjUy63CFEHmUBKWEEDlm9erVlC1blkmTJukDNuXKlaN58+b07NmTDRs2vDbR+KxZs5g1axYA9erV49SpU5ibm3Pu3DmWL19uNKeUmZkZrVq1YtmyZclGSsXGxtKyZUucnJx49uxZph1n9+7d2bBhg374vIuLC0FBQfpyKysrfvzxR+zt7Zk5cyaOjo76DmMSS0tLJk2aRJMmTejRo4dcVRRCCCFEqlauXEn//v25d+8eV69epWrVqpQvX56rV69SvHhxRo0axbFjx5KthgcQGhpK0aJF9Y979+5Nhw4d9KPknz9/zvXr14mNjTXIJbVv3z7GjRvH559/nuz56tWrpzhSSghRsGVeFl8hhEiH2NhYpk+fzq+//mowIqp9+/ZYWlrSu3dvtFptmvbn6emJm5tbsuWLUxrt9OoSx8ZoNBo0Gk2aXvt1evTowebNm/XtqVKlCn5+fkRFRenrmJqaYmVlhY2NTYr7qVixImFhYZkytVAIIYQQ+Vd4eDibNm2iS5cutG/fnvfff5/Tp09Tv359Xr58yZ9//smuXbsMAlKKohATE4OjoyOenp40atSIZcuW0bZtW5o2bUrTpk3p3r07n3zyiUHgSVEUBg0alGkrFwshCgb5xBBC5IgpU6YwaNAgGjVqZLR83rx5uLm5MWrUKBYuXJjqvjQaDdOnT2fmzJn657RabYoBrbQEmxRFoU6dOq+tlxYVKlTA2dmZU6dO0aRJEwoXLkyTJk04ceIEbdq0SfN+kkZP2dvbZ0q7hBBCCJE/ff3110yYMAFLS0smTJhA06ZN6dWrF506daJixYrs2LHDID8owIsXL6hSpQoAlSpV4tSpUxw/fpzSpUvr81o+fPiQpk2bMnjw4GTbqlQq7OzsjLZHpu8JIVIiI6WEENnu7NmzXL9+nR9++CHFOkWKFOG7775j0aJFeHp6Jit78uQJkZGReHt78/z5cxYvXswPP/yQbCWZxMRE4uPjje47ISHB4Lldu3YxceJE/UilGjVq8NVXX2Xg6IxLmsKXZOzYsSxYsEA/eioyMpKIiIhU97Fx40YaNWpE+fLlM61dQgghhMhfdu3ahbOzMx4eHri7uzNkyBDu3bvHxYsX6dChA7Vq1eLmzZvcvn3bYNsrV67QuHFj/WNTU1M+/PBD1qxZg5+fH2FhYXTr1o1ly5bpE5mnRdL0vf/efv3110w5XiFE3iYjpYQQmSYtycEDAgJYsmQJW7ZsQa1OPS4+bNgwJk+ejKenJ5UqVQJg+/bt/P777+zatYvExETGjh1LyZIlCQ0NJTQ0FAcHBwBKlizJmDFjSEhI4OXLlwQFBeHq6oq9vT0qlYq33347WZs7duzItWvXjAbK4uLijK4GmJKTJ09y7tw5Hj9+zAcffIC7uzvdu3enatWqvPfee/Tp04fmzZvz7Nkzhg8fTrly5QgPD+fIkSM4Ozvz7NkzFi5cSEhICHPmzMHa2prAwECePHnCjh070tUWIYQQQhQc+/fvx8fHh8mTJ+uf02g0fPnll8yfPx8LCwsAvv/+ezp06MDp06cpUaKEvu7p06fp1q2bwX7Hjx9P7969CQwMZMyYMeka6Q0yUkoIkTIJSgkhMkVcXBxxcXGp1omIiGDJkiUsXbo0TYm6HRwc+Pbbb6lfv77+uYsXL7J06VIsLCywsLDg119/Zffu3UyePJnr168TGBhIXFwcarUatVpNXFwcZmZmbNq0Sb+UcYMGDWjQoAEA8fHx+hFVkyZNSvb6J06cYMuWLezfvx8PD480n4smTZrw4MGDZM+5uroajITq1asXvXr1MtjeysqK+fPnM3/+/DS/phBCCCEKtqioKEqUKJEsYBQREcEnn3yCh4cH7dq10z9fr149Bg0aRP369VmzZg3NmjUDdEnOa9asabDvI0eO4Ofnh0ql4vr16zRo0IAKFSqk2BatVpvsYmVqic6Dg4PRaDTJkqsLIQoOlZIZ654LIQo8T09PAgICaNKkSYp17t+/T6VKlV47QupNaTQa4uPj9cnKU8txcP/+fS5evEi/fv2Mlmu1WsaNG8eYMWMoVqxYVjZbCCGEECJTaLVaNm3axF9//cWXX35pNNCkKAojR45k8eLFjBkzhvbt25OQkECLFi0AiI6OZufOnfz111/UqlWLoUOHYm5uzrJly5g7dy7m5ubUqlWLsmXLMnLkSFxcXPT7HjBgAFWrVuXAgQMkJCRw+/Zt/SrEScLDw/H390elUlGyZElOnDhhNM+VECJ/k6CUEEIIIYQQQuQT169f5/z58zRo0MBoMOpVV69epXbt2pw4cYKmTZty584dbt++TWRkJI0bN9aPNP8vRVE4d+4cf//9N61btzZYHOaPP/6gWbNm+oBTWlY+FkIUTBKUEkIIIYQQQgghhBDZTlbfE0IIIYQQQgghhBDZToJSQgghhBBCCCGEECLbZerqeyEhIYwaNYqyZcsSHBzMrFmzsLS0THWbx48f8/3331OuXDkSExOZOnWqLHcuhBBCCCGEEEIIkc9lak6pQYMG4eHhQcuWLdm5cyeXL19m6tSpqW7TokULFi9eTJUqVZg/fz6FChVi6NChaXo9rVaLv78/tra2EsgSQgghRKZTFIWIiAhsbW2xs7PLF/0N6T8JIYQQIqsl9aFcXFxSXX0904JSkZGRVK1alUePHqFWq4mJiaFChQr4+vqm2ICHDx/SrVs3rl69CoCXlxceHh76x6+Ki4sjLi5O/9jPz4+qVatmRvOFEEIIIVIVFhaGnZ1dTjfjjfn6+uLq6prTzRBCCCFEAfD06VNKlSqVYnmmTd+7ceMGlStX1gegrKyssLOzw9vbGzc3N6PbnD9/PtnyoW5ubnh6ehIXF4eFhYVB/enTpzNp0iSD558+fZovOolCCCGEyF3Cw8NxdXXl6dOn2Nra5nRzMkXScUj/SQghhBBZJakP9br+U6YFpQICAihcuHCy5xwdHQkMDEwxKGVsG1tbW16+fImLi4tB/XHjxjF69Gj946SDtLOzk06VEEIIIbJMfpm6B+iPQ/pPQgghhMhqr+s/ZVpQKj4+nldnAmq12lQTnad3GwsLC6MjqIQQQgghhBBCCCFE3pJytql0cnZ2Jjg4ONlzoaGhFC9ePF3bxMTE4OTklFnNEkIIIYQQQgghhBC5UKYFpWrXrs2dO3f0I5+ioqLQarWUKFEixW3q16/PtWvX9I89PT2pWbNmZjVJCCGEEEIIIYQQQuRSmTZ9z9HRkebNm3P8+HGaN2/OwYMH6devH4qi0KtXL77++utkSc0BqlevjrW1NV5eXri5ubFnzx6GDh2aWU0CdNMB4+PjM3WfIu3Mzc1TXf5RCCGEELmTRqMhISEhp5uRK5iZmWFiYpLTzRBCCCHynUwLSgEsXryYsWPHcubMGQIDA5kzZw7x8fFcuHABX19fg6AUwLp165g4cSJlypQhLi6OMWPGZFp74uPj8fHxQavVZto+Rfqo1WrKlSuHubl5TjdFCCGEEGmgKArPnj0jNDQ0p5uSqzg4OFC8ePF8k/BeCCGEyA1UyquZxvOQ8PBw7O3tCQsLM1g9RlEUnjx5QkJCAi4uLjJaJwdotVr8/f0xMzOjdOnS0okTQgiR56TW18irXndMAQEBhIaGUqxYMaytrQv897eiKERHRxMYGIiDg0OqqSmEEEIIoZPWPlSmjpTKTRITE4mOjsbFxQVra+ucbk6BVbRoUfz9/UlMTMTMzCynmyOEEEKIVGg0Gn1AqnDhwjndnFzDysoKgMDAQIoVKyZT+YQQQohMkm+HD2k0GgCZNpbDks5/0vshhBBCiNwrKYeUXNAzlHROJM+WEEIIkXny7UipJAV9yHlOk/MvhMhssbGx/Pvvv9y/f5979+7h5+dHSEgIISEhBAcHExISQnx8PObm5sluDg4OuLq64urqSqlSpXB1daVy5cqUK1dOPquEeIX8ThiScyKEyMuS8gUm9Z+8vLx4+fKlvu8UEhJCWFgYJiYmyfpPlpaWlChRQt+HcnV1pUyZMrz11lsUKlQopw9L5AP5PiglhBAi79Jqtdy5c4eTJ09y8uRJrl27lukLWDg6OlKnTh3q1q1LnTp1aNy4seSMEUIIIUSeFhoayj///MPJkyc5e/Ysd+/eJSwsLNP2r1KpqFKlCnXr1qVu3brUq1ePunXrYmoqIQaRPvITI4QQIlcJDAxkx44dHD58mH/++YeXL18a1LG3t6dKlSq4u7tTtmxZnJyccHR01P9vbm5OQkIC8fHx+tvLly95+vQpT58+xdfXlydPnnD//n1CQkI4evQoR48e1e+/du3atG7dmjZt2lCvXj3JHyOEEEKIXE2r1XLmzBl27tzJiRMnuH79Oq+uaaZWqylfvjzu7u5UqlQJZ2dnfd/J0dERe3t7tFqtvu+UkJBAVFQU/v7++j7U06dPefjwIf7+/ty9e5e7d++yZs0aQLdK6ccff0zr1q1p1aoVRYsWzYlTIfIYCUrlMhqNhhkzZjBhwgQ0Gg2zZ8/mu+++4/Hjx3z//feUK1eOxMREpk6dqh9GnpvKhBAiI168eMGOHTvYsmULJ06cSDYSytramsaNG9OkSRMaNWpE1apVKVasWKZ87sTHx3Pnzh0uX77M5cuXuXTpEtevX+fq1atcvXqVKVOmULhwYTp27MiAAQNo3LixfN4JkUuFhIQwatQoypYtS3BwMLNmzcLS0jKnmyWEEFlGq9Vy9uxZtmzZwvbt2/H3909WXqlSJZo0acL7779PzZo1qVixIhYWFpny2s+ePePKlSv6PtTZs2cJDg5m8+bNbN68GZVKRf369enTpw+9evXCyckpU15X5ENKHhYWFqYASlhYmEFZTEyMcvfuXSUmJiYHWpZxz58/V5YtW6a/v3z5ckVRFKV58+bK3bt3FUVRlHnz5ikrVqzQb5Obyl6VV98HIUTW02g0yoEDB5Q2bdooarVaAfS3unXrKlOnTlXOnTunxMfHZ2u7nj9/rvz555+Kh4eHYm9vn6xdFStWVKZOnao8ffo0W9skck5qfY28Kj/2nxRFUQYOHKgcPHhQURRF2bFjhzJ+/PhM3X9ePjdCiPzF399fmThxolKyZMlk/RR7e3ulX79+ysaNGxV/f/9sbVNiYqJy9uxZZcKECUqtWrWStcvc3Fzp1q2bsn//fiUhISFb2yVyTlr7UBKUykUmT56smJubK2ZmZoqFhYX+/sSJE5VatWrp6/3777/6x15eXrmmzJi8+D4IIbJWSEiIMm/ePMXNzS1Zh6VOnTrKzJkzlYcPH+Z0E/USEhKUY8eOKQMHDlRsbGz0bVWr1Ur79u2V06dP53QTRRaToFTeEBERobi6uioajUZRFEWJjo5WSpQooX+cGfLquRFC5A9arVY5c+aM0qNHD8XU1FTfJ7Gzs1P69eun7N27V4mNjc3pZur5+fkpCxcuVGrWrJmsv+fi4qLMmDFDCQ0NzekmiiyW1j5UgZm+pygK0dHROfLa1tbWaZruMWzYMCpVqkRkZCSNGjXi5s2bxMTEAFCnTh19PTc3Nzw9PYmLi+P8+fO5piyzhoIKIfInf39/ZsyYwR9//KH/PLa3t2fgwIEMHz6cSpUq5XALDZmamtKsWTOaNWvGokWL2LZtG6tWreLUqVPs2bOHPXv20LhxY7799lvatGmDWq3O6SYLkelyqg+V1v4TwI0bN6hcubL+d9DKygo7Ozu8vb1xc3PLymYKIUSW0mq17Nq1i6lTp3L16lX9840aNeLzzz+nc+fOufLvMBcXF0aOHMnIkSO5fv06q1atYv369fj7+/Pdd98xbdo0hg0bxldffSULzBRwBSYoFR0dnWNLVkZGRmJjY/PaekWKFMHS0lKfvNfT05OqVaty6NAhChcunKyura0tL1++JCAgINeUubi4vPYYhRAFz7Nnz5g5cybLli0jNjYWgOrVq/P555/Tu3fvNH0+5gaFChViwIABDBgwgAcPHjBnzhzWrFnDmTNnaN++PVWrVuX777+ne/fuEpwS+UpO9aHS2n8CjPZPHB0dCQwMlKCUECJPUhSFPXv2MHHiRK5fvw6ApaUlvXv35rPPPqNWrVo528B0qFmzJgsXLmTWrFls3LiRWbNmce/ePWbNmsWCBQvo378/P/zwA66urjndVJEDpNecywQEBOgjxQEBARQvXpz4+HiDlRO0Wi2Wlpa5qkwIIf7rxYsXfP3115QvX54FCxYQGxtL48aN+euvv7hx4waffPJJnglIvapy5cr89ttv+Pj48M0332BnZ8fdu3fp1asX9evX5/jx4zndRCEKFOmfCCHyC0VR2L9/P/Xq1aNjx45cv34dW1tbvv/+e3x9ffn999/zVEDqvywsLBgwYAC3b9/WjzaPj4/nt99+o1KlSowbN46wsLCcbqbIZgUmKGVtbU1kZGSO3KytrdPUxilTpvD5559TqlQpLC0t9fcTEhIIDg5OVjcmJgYnJyecnZ1zTZkQQgAkJiayaNEiKlasyNy5c4mJiaFBgwYcOXKEf/75hw8++CDfrGDn4uLCzJkzefLkCZMnT8bW1pYrV67QvHlz2rZty507d3K6iSKXCwkJYcCAAUycOJGRI0fqRxO+Tt++fSlVqpT+1rlz5yxrY071odLafwKM9k9CQ0MpXrx4Zp8OIYTIMvfv36dly5a0bduWK1euYGNjw7hx4/Dx8WHy5MkGI0LzKrVaTbt27Th9+jT//PMP77//PrGxscyYMYMKFSqwaNEi4uPjc7qZIrtkZWKrrJbfEnW+ePFC+eyzz5R79+4p9+7d09+/fv26UqdOHX29Bw8eKO+9956iKIpy8+bNXFNmTF58H4QQGXfs2DGlWrVq+mSWNWvWVA4cOKBotdqcblq2eP78ufL555/rE5Cq1Wpl+PDhSkhISE43TWRQVic6z+iKcUuWLMnwa+a3/pOiKEpwcLBSokQJ/WdNZGSk4ubmlqmfPXn13Aghcr+wsDBlzJgx+v6Dubm58vXXXyuBgYE53bRsodVqlT179ihVqlTR9yErVKigHDp0KKebJt6AJDrPg4oUKUKRIkVwd3fXP066b21tjZeXF25ubuzZs4ehQ4cCurwsuaVMCFFw+fr6Mnr0aLZu3QqAk5MT06ZNY8iQIZiYmGTuiykKvHgB9+/DvXvg5wchIbpbcLDu//h4MDdPfrO3B1fX5LeKFcHWNtOaVqxYMX755RdGjhzJuHHj2L59O0uXLmXXrl0sWrSILl265JtRYuLNRUZGcvToUX7//XcAWrZsyWeffcbkyZNfm5fM1DTtXbi4uDji4uL0j8PDwzPW4FzM0dGR5s2bc/z4cZo3b87Bgwfp16+f/L4JIXI1RVFYt24d33zzDc+ePQOgbdu2zJ8/P0vy4Wk0GoKDg3nx4gXBwcHExMQQExNDbGwsMTExxMXFoVKpMDEx0d9MTU0pVKgQdnZ22NvbY2dnh4ODAw4ODpn2GatSqWjXrh2tWrVi5cqV/PTTTzx8+JCWLVvSq1cv5s+fT7FixTLltUTuI0GpPGLdunVMnDiRMmXKEBcXx5gxY3JlmRCiYFEUhVWrVjFq1CjCw8NRq9UMGzaMyZMnZ9603ufP4dQpOHkSrl3TBaJCQjJn3yoVVKoEdepA3br//386pg0ZU7FiRbZt28aJEyf49NNP8fT0pFu3brRt25YlS5ZQunTpzGm/yNPeZMW4qKgoRo8eTXR0NC9evGDp0qUpdtinT5/OpEmTMr39uc3ixYsZO3YsZ86cITAwkDlz5uR0k4QQIkW+vr4MHTqUQ4cOAbq+w4IFC2jdunWm7F+r1RIQEMCjR4/w9fXVB6KUV/LvZZSFhQUlSpSgRIkSuLi4ULJkyTcOVJmamvLJJ5/Qs2dPfvzxRxYtWsSGDRs4ePAgc+bMYeDAgXKxIR9SKZn1U5kDwsPDsbe3JywsDDs7u2RlsbGx+Pj4UK5cOUlymYPkfRAi//Lz82Po0KEcPHgQgHfeeYfly5fz9ttvv9mOY2Lg0CE4fFgXiLp/37COSgVly4K7u+5/JydwdPz//83NISFBN2Iq6fbyJTx9qrv5+sKTJ7qA16ssLKBZM2jdGtq0gfLl3+hwYmNjmTZtGjNmzCAhIQEbGxtmzpzJiBEjpGOVB6TW10irffv2cfr0aYPnbWxsuHPnDps2bdI/17BhQ+bOnUujRo1S3Wffvn357bffsLS0ZN++fezYsYOVK1carWtspJSrq6v0n9JJzo0QIjMoisLq1asZNWoUYWFhWFhY8NNPPzF69GgsLCzeaN8vX77k3r17PH78mCdPnhjNy2Rubk6RIkUoXLgwNjY2WFlZYWVlhaWlJZaWliiKgkaj0d8SEhKIiIggPDycsLAwwsPDCQ0NRaPRGOzb0dGRihUrUrFiRcqWLZuuUb3GXL58maFDh+pXH2zatCmrVq2ibNmyb7RfkT3S2oeSoJTIUvI+CJH/KIrCmjVr+PLLL/WdqcmTJzN69OiMT9WLjdUForZuhT17IDLy/8tUKqheHZo0gUaNoGpV3bQ7K6s3P5gXL+DKFbh8WXe7dAn8/ZPXqVwZOneGAQN0o6oy6O7du3zyySecOXMGgNatW7Ny5UqcnZ3f4ABEVsuMoFRKNmzYwO7du9m8ebP+uXfeeYelS5dSu3btNO9Hq9VSqVIlvLy80lRf+k8ZI+dGCPGm/P39GTp0KAcOHAB0n/mrV6/Wp2zJiJcvX3Lnzh3u3r3L81cutllaWlKmTBlKly5N8eLFKVq0KIUKFXrji2IajYagoCD8/f3x9/cnICCAgIAAtFqtvo6ZmRnlypWjRo0aVK5cOcMBqsTERBYsWMBPP/1EdHQ0dnZ2/Prrr/Tu3fuNjkFkvbT2oWT6nhBCiDQLDQ1l8ODB7NixA4D69euzevVqqlSpkrEdXr0KS5boglEREf//fOnS0KmTbsTSe+/pRkBlhaJFoWVL3Q10+aru3oUDB2D/fjh9Gh48gOnTdbfGjWHgQPDwSHcuqqpVq3Lq1Cl++eUXvv32Ww4cOED16tVZtWoVbdq0yYKDE7ndm6wYFxQURJEiRQDdKkZ5+BqjEEIUCLt372bgwIGEhIRgbm6uv6CXkWBNfHw8N2/e5MqVK/pcVKD7Pihfvjxubm6UKVMGZ2fnLBmVbWJigrOzM87OztSqVQvQjcr18fHB09MTLy8vIiIi8PT0xNPTE0tLS6pXr07NmjUpUaJEutpkamrK119/TefOnenTpw/nzp2jT58+HDhwgF9//RV7e/tMPz6RvWSklMhS8j4IkX9cvHiR7t278+jRI8zMzPj555/5+uuv09+Zio+Hbdt0waizZ///eVdX6NZNF/CpX183QiqnhYbqRnCtXav7P+kKoLU19O4NX3+dodFTt27donfv3ty6dQuAzz77jNmzZ2OVGaO/RKbKypFSISEhVKtWDT8/P1QqFVFRUdSsWRNPT89UO+x3796lbdu2eHt7A7rRi9WrV+f27dtpel3pP2WMnBshREbEx8fz7bffsmDBAgDq1q3Ln3/+SdWqVdO9r5cvX3Lp0iWuX7+un5adFIiqWrUq7u7uuaIvoSgKz58/586dO9y4cYOI/1x4dHZ2pkGDBlSvXj3dI+wTExOZOnUqkydPRqPRUKZMGdauXct7772X2YcgMkFa+1CpL+0ihBCiwFMUhYULF/Luu+/y6NEjypUrx9mzZ/nuu+/SF5AKD4epU3WjoHr31gWkzMygVy/45x949AjmzoV33skdASkABwfo0UM3aurpU5gxQzedLzoafvtNl9OqSxe4eDFdu61evToXL17kq6++AmDJkiU0bNhQH2QQBcN/V4wDkq0Yp9Vq6dmzJ1euXDHYrmjRotStW1f/+Pjx47Rt2zbb2i2EECJtfHx8ePfdd/UBqTFjxnDmzJl0B6SePHnC+vXrWbx4MRcuXCAuLg4nJyc+/vhjxowZQ+/evalVq1auCEiBbjW94sWL06JFC7766it69+5NtWrVMDEx4fnz5+zevZtFixZx7ty5ZDkPX8fU1JSffvqJf/75h/Lly/P48WOaNm3K7NmzZcRwHiYjpUSWkvdBiLwtJCSEQYMGsWvXLgC6dOnC77//joODQ9p3EhkJixfD7NmQNFXJxQWGDYOhQyENU5VyFUXRTeubPRv27v3/55s2hR9+gObN07W7I0eO0LdvXwIDA3FwcGD9+vWZtvKOeHNZOVIKdNP1xo4dS+nSpfUrxllYWBAbG0vVqlWZP38+HTp0MNju77//5s6dO5iamvLo0SMmTpyIdRpXjZT+U8bIuRFCpMeuXbsYOHAgoaGhODo6snr1atq3b5+uffj6+nLixAkePnyof65SpUrUq1ePChUq5LkFU2JiYrh69Srnz58n8n/5Qy0tLalXrx6NGjVK12drREQEn332GWvXrgWga9eurFy5Ett0plcQWUcSnUvHIVeQ90GIvOv+/fu0a9cOLy8vzM3NmTdvXvpWjIuKgl9/hVmzIChI91zlyrrAjYeHbpRUXnfnDsyZA+vWQWKi7rlWrWDmTF1y9jTy9fWlW7dunD9/HpVKxU8//cQPP/yAWi0DmnNaVgelcoL0nzJGzo0QIi20Wi0TJ05k8uTJADRo0IBNmzZRpkyZNO/Dz8+PEydO6BewUKvV1KxZk8aNG+OUVXk2s1FiYiI3b97k7NmzvHz5EgArKyvef/996tatm+aR+IqisHz5ckaOHElCQgJVqlRhx44db5Q4XmQeCUpJxyFXkPdBiLzp4MGD9OjRg/DwcEqXLs2OHTuoU6dO2jZWFNiyRZdvyddX95ybG/z0E/TsCRldoS838/XVBaKWLdMFp9Rq3Wp9P/8MJUumaRdxcXGMGjWKpUuXAtCmTRvWrVuXvlFpItNJUEokkXMjhHidyMhI+vXrx86dOwEYNWoUM2fOxCyNF+IiIiI4evQoN2/eBHTT4N5++23ef/99HB0ds6zdOUWr1fLgwQOOHz/OixcvAHBwcKBFixZUq1YtzRdCz58/T5cuXfD398fW1pbVq1fTuXPnrGy6SAPJKSWEECLdFEVh7ty5tG3blvDwcN577z0uXbqU9oDUzZu6FfN69NAFasqUgVWr4N496NMnfwakAEqVgl9+0R1nt266hOgrV0LFijBpEqQhX4KFhQW//vorq1atwsLCgv3790ueKSGEECKPePToEY0bN2bnzp2Ym5uzevVq5s2bl6aAlEaj4cyZMyxevFgfkKpRowaff/45HTp0yJcBKdCNAKtSpQrDhg2jXbt2FCpUiNDQULZv384ff/xBQEBAmvbToEEDrl69SpMmTYiIiKBLly5Mnz5d8kzlETJSSmQpeR+EyDtiY2MZNmwYf/75JwBDhgxhyZIlmJubv37jkBD48UfddD2tFiwtYdw4GDsWsiDpZgIJPOQh97mPL76EvPIvnnjMX/lnjz2u//tXilK44ooLLqiz4vrM+fO6Yz99WvfY3R2WL4f330/T5levXqVDhw74+vpStGhR9uzZQ4MGDTK/neK1ZKSUSCLnRgiRkn/++YfOnTsTFBSEs7MzO3fupGHDhmna9uHDhxw8eFA/ja1kyZK0atWKkmkcaZ1eiYmJxMbGEhsbS2JiIhqNRv+/RqNBpVIlu6nVaszMzDA3N9f/b25unu6V89IiPj6ec+fOcfbsWeLj41GpVLzzzjs0a9YsTf3RhIQExo4dy8KFCwEYNGgQy5YtS/NINZG5ZPpeHu04aDQaZsyYwYQJE9BoNMyePZu6devSsWNHZs+eja2tLQEBASxatIgLFy5w9+7dFMtcXFx4/Pgx33//PeXKldMvoZk0DDIryl6VV98HIQqakJAQOnbsyKlTpzAxMWH+/Pl8/vnnaRs2vX+/LmF50tWsLl10q+ilI3dCamKJ5QIXOMlJrnGN+9zHCy8SSXzjfReiELWoRd3//atDHSpSMXMCVYoCW7fCyJHw/LnuucGDdTm20pAPwt/fn7Zt23Lt2jUsLS1Zs2YN3bp1e/N2iXSRoFTeERISwqhRoyhbtizBwcHMmjXrtcfQt29f/eqHAPXr12fHjh1G6+blcyOEyDqbNm2iX79+JCQkULt2bXbt2oWrq+trt4uNjeXQoUPcuHEDABsbGz744APefvvtTEtgHhcXR2RkJJGRkckCUZnBwsICa2trrK2tsbGxwdraOtMCVZGRkRw+fJjbt28DYG9vT+vWralUqVKatl+yZAkjR45Eq9XSokULtm3bJukQcoAEpfJoxyEwMJCdO3fy6aefEhgYyK5du/jkk08oW7Ysjx490tfz9vbm1KlTDBgwINWyFi1asHjxYqpUqcL8+fMpVKgQQ4cOBciSslfl1fdBiILE19eXli1bcufOHezs7Ni2bRsffvjh6zcMDYVRo2D1at3jSpV0I6VatHij9mjRcp7zHOYwJznJec4Th+H0N2usccedspTFCScccdT/b445CSQQ/59/L3nJ0//988UXP/zQoDHYbzGK0YpWtKY1H/ERDji80fEQGgrffacbKQVQrBgsWQJdu75208jISHr27Mm+ffsAmDlzJmPHjs1zq+3kZRKUyjsGDRqEh4cHLVu2ZOfOnVy+fJmpU6emus2vv/7KiBEj0rT/vHxuhBBZY968eYwZMwbQrVC8Zs2aNK2E+u+//7J3714iIiIAeOedd2jatOkbf7YkJiYSGhpKREQEkZGRxMfHG61nbm6OhYUFZmZmmJiYYGpqiomJiT6opCgKWq1W/39CQgLx8fHEx8eTkJCARmPYfwJdYM3e3h57e3usrKzeuL/i5eXF/v37CQ0NBaBatWq0bt06Ted4//79dO/enaioKKpWrcr+/fspW7bsG7VHpI8EpfJgx2HKlClMnjwZRVFQq9UoioKiKPzxxx/88MMPyQJPoBveaG5ubhCUSip7+vQp3bp14+rVq4Dul9rDw4OrV6/y8OHDTC8zJi++D0IUJHfu3KFly5b4+vpSokQJDh06RI0aNV6/4aFDMGQI+PmBSgWjR8PkyRmeqqdFywUusIUtbGMbvvgmK3fGmSY0oRGNqEpV3HGnJCXfaERTIok84AGX//PvOteJJVZfxwQTGtOYznSmF70oStEMvx6nT8Onn8Ldu7rHAwfCwoXwmqWLNRoNo0ePZtGiRQCMGDGCX375RVbmyyYSlMobIiMjqVq1Ko8ePUKtVhMTE0OFChXw9fVN9XdlxYoVfPLJJ2l6jbx6boQQmU+r1TJ27FjmzZsHwMiRI5k/f/5rv5tjY2M5fPgw169fB6Bw4cJ06NAhTSOrUpIUiAoJCSE8PNyg3MbGhkKFCmFtbY2lpSUWFhZvPKIpMTGR6OhooqKiiI6OJjo62iAAZmZmhr29PU5OThQqVCjDAar4+HhOnjzJuXPnUBSFQoUK0bFjRypUqPDaba9fv06bNm3w9/fH2dmZw4cP8/bbb2eoHSL90tqHSttai/mBokB0dM68trW17o+21xg2bBiVKlUiMjKSRo0acfPmTWJiYmjfvj0//PCDvt7hw4epXLmy0Ujvf8vOnz+fLDmxm5sbnp6exMXFZUmZhYVFes+MECIH/fPPP7Rv357Q0FDc3d05dOjQ65crjo3VBaD+t0IcFSvqEpk3bpyhNjzhCctYxjrW8ZSn+udtsaUNbWhGM5rQhEpUQkXmjg4yxZRq//vXn/4AxBPPaU5zgAPsZz/3uc+p//0by1ja0paBDKQVrTBN71fou+/CtWu6xOfTp+vO26lTsG4dpJIvysTEhIULF1KhQgW++uorfv31V0JCQvjzzz8lR4LIFoqikJCQkO2va2ZmluY/Ym7cuEHlypX1fxBaWVlhZ2eHt7c3bm5uKW4XFRXF6NGjiY6O5sWLFyxdupRixYplSvuFEPlTfHw8AwYMYOPGjUDaRzE/efKE7du36wNHDRo0oHnz5hn6LlcUhdDQUIKCggwCUVZWVtjb22Nra4uNjU2W5H4yNTXFzs4uWaAhPj6esLAwwsLCiIiIICEhgaCgIIKCgjA3N6dIkSI4OTml+29Gc3NzPvzwQ9566y127NhBUFAQ69ato0GDBrRo0QJT05T7YzVr1uTixYu0adOGGzdu0KRJE/bv30/jDPZbRdYoOEGp6GgoVChnXjsyEmxsXlutSJEiWFpaUqVKFdzd3fH09KRq1arY29sDuvnKWq2WefPmsW3btmTbGisLCAigcOHCyerZ2try8uXLLClzcXFJ2/kQQuS43bt30717d+Li4mjUqBF79uwx+N024OkJHh5w44Yu0P7llzB1qi7wng4KCsc4xmIWs4c9aNECukBUe9rjgQcf8RGWZP9IBHPMaf6/f3OYgzfe7GUva1nLFa6w83//nHFmCEP4gi9wxjkdL2CuO2ctW+pWI3z4UBes+uknXWL4VDpWI0eOxNnZmT59+rBx40bCwsLYunVrmoawC/EmEhISmD59era/7rhx49K20ALG+zyOjo4EBgamGpS6evUqv/32G5aWluzbt4/vvvuOlStXvlG7hRD5V2RkJJ06deLo0aOYmpqycuVK+vbtm+o2iqJw5swZjh07hqIoODk50aFDB0qXLp3u108K9Lx48SLZxQIrKyscHR1xdHTMsZGc5ubmFC1alKJFi6LVaomMjCQ4OJiQkBDi4+Px9/fH398fW1tbnJ2dsbOzS9foqRIlSvDJJ59w5MgRLl++zPnz5/Hx8aFz586pXkwoWbIkJ0+epG3btpw+fZoPP/yQ7du306pVq8w4bJEJCk5QKo8ICAigUaNGBvcBevToAWA0mm6sLD4+3mAZTK1Wi6WlZZaUCSHyhs2bN9O7d280Gg0dOnRg48aNWL1u2t3GjfDJJ7oge9GiutE9H32UrtdNIIHVrGYe87jPff3zLWjBcIbThjY5EohKTXnK8+X//t3iFqtZzVrW8pznTGUqc5jDQAbyNV9TgdcPI9d77z1dcG/ECN25/fFHOHYMNm/W5ZxKQffu3bGzs6NLly4cOHCAjz/+mL1790ryTlHgZbR/snbtWv391q1b89VXX2VF84QQ+UBYWBht2rThzJkz2NjYsGPHDj56TV8oKiqKXbt24eXlBUCNGjVo06ZNmgPuSWJjYwkICCAkJET/WWdqakqRIkUoXLhwrvtbTK1W60dSubq6EhoaysuXL4mIiNDfrKyscHZ2xsnJKc3BKTMzM9q0aUPFihXZvXs3z58/57fffqNNmzbUrFkzxe3s7e05fPgw3bp148CBA7Rv3561a9fq/4YWOavgBKWsrXV/TOXUa6fBlClTmDRpEl9++SWgyyPy5Zdf8ttvvyWr17hxYwqlMOrrv2XOzs74+PgkK4+JicHJySlLyoQQud+ff/7JoEGD0Gq19O3bl5UrV6Y67JmYGF0y86Qk3U2awIYNkI6RkQkksJa1TGYyj3gE6Fa9609/RjCCqlR9gyPKPtWpzlzmMoMZ7GEPs5nNBS6wjGWsYAVd6coEJlCDNOTkAnBw0J3LNm1g2DA4cQJq14Zt21KdzteqVSv++usv2rRpw+nTp2nWrBmHDx+WKUciy5iZmTFu3Lgced20cnZ2Jjg4ONlzoaGhFC9ePNXtgoKCKFKkCIA+n6cQQrwqODiYjz/+mMuXL+Pg4MChQ4d45513Ut3m8ePHbN++nYiICExNTWndujU1a9ZM1+igpGDUfz/frK2tKVasGI6Ojnkiv6SJiQmFCxemcOHCxMXFERgYSFBQEDExMTx69Eif76lIkSJpPp5KlSoxfPhwdu/ejZeXF7t378bPz4+WLVumOF3R2tqaXbt20b9/fzZu3EivXr0IDQ1l2LBhmXm4IgNy/09xZlGpdFPocuKWxg+eYcOG8emnn3L9+nWuX7+uv9++fftk9VxcXFJMFPbfsvr163Pt2jV9maenpz6CnBVlQojcbdmyZQwYMACtVsvQoUNZvXp16gEpPz/diJ7ly3WfYz/8AEePpjkglUgif/In7rgzmME84hHOODOXufjhx2IW55mA1H+ZYUYXunCOc5zgBK1ohRYtW9hCTWoykIEGidpT1bs3XLwI7u66c/7++7pznsofx40bN+bkyZMUK1aM69ev06xZM54/f54JRyeEIZVKhbm5ebbf0vOHW+3atblz544+qBQVFYVWq6VEiRIpbnP37l3q16+vf6woyutHjQohCpzAwECaNWvG5cuXKVy4MMeOHUs1IKUoChcvXuTPP/8kIiKCIkWKMGTIEGrVqpXmz7W4uDgePXrEnTt39AEpe3t73N3dqVKlCoULF84TAalXWVhY4OrqSvXq1XFxccHU1FS/QFfSsab14kChQoXo1asXTZo0AeDy5cusXr3aaLL3JGZmZqxbt47hw4ejKArDhw/nl19+yZRjExmX936S87EiRYpQpEgR3N3dcXd3199PyimVXtWrV8fa2lo/XHTPnj0MHTo0y8qEELnXggULGD58OKDLTbR8+fLUOzMXLkDdunDlChQuDIcPw88/p5rz6L+Oc5ya1GQAA/DGm6IU1edoGs1o7Mj7q5ipUNGEJhzgADe4QTe6oaCwmtVUpCLjGU8YYWnbWZUqusBU586QkKAbOTV4sG6kWgrefvttTp8+TcmSJbl79y7NmjXj2bNnmXR0QuQtjo6ONG/enOPHjwNw8OBB+vXrh6Io9OzZkytXrhhsU7RoUerWrat/fPz4cdq2bZttbRZC5H7+/v40bdqUmzdv4uzszMmTJ6lVq1aK9TUaDfv37+fgwYMoikL16tUZOnQozs5pyz+p0Wjw9fXl9u3bvHz5Evj/YJSbmxs2achTnBeYmppSokQJqlevTunSpTEzMyM+Ph4fHx/u379PREREmvajUqlo2rQpPXv2xNLSEl9fX1asWMHjx49T3EatVrNkyRK+/fZbQNcvTlrhWOQMCUrlAYcOHdKvMpCeMoB169Yxbdo0Jk2aRHBwMH369MnSMiFE7jN79mxGjRoFwLfffsuCBQtSv1K3bp1umt6zZ/DWW3DpEnz4YZpe6wlP8MCD5jTnDndwwomZzMQHH8YwBmvyZ1LuGtRgC1s4z3ne4z1iiWU606lABZaxTJ/MPVW2trqpezNmgFqtW52veXMIDExxk4oVK3LixAlKlSrFvXv3JDAlCrTFixezceNGJk+ezMmTJ/nmm2+Ij4/nwoUL+Poajl4sWrQon376KYsWLeLXX3/l0KFD/PjjjznQciFEbuTn50eTJk24d+8epUqV4tSpU1SrVi3F+tHR0axdu1YfBP/ggw/o1KlTmvJHKYrCy5cvuX37tn7ks52dXb4LRr1KrVZTtGhRqlWrhouLC2q1mujoaDw9PfHy8iIuLi5N+6lUqZI++BcVFcWaNWuSze55lUqlYvr06fqp6V9++SULFy7MlGMS6adS8vDk+fDwcOzt7QkLCzOYzhYbG4uPjw/lypXLdYnfChJ5H4TIWQsWLNAHpCZOnMiPP/6YckBKo9GtADd7tu5xhw6wdq0uWPIascQyhzlMYxoxxKBGzTCGMZnJOFGwcs4pKOxlL9/yrT6heyMasZzlvMVbadvJ0aO6lQ5DQqBcOdi/XzeaKgUPHz6kadOm+Pr64u7uzrFjx1KdtiTSLrW+Rl4l/aeMkXMjRMHx7NkzmjZtyoMHDyhbtizHjh2jXLlyKdZ//vw5mzZtIjQ0FHNzc7p06UKlSpXS9FrR0dE8efKEqKgo4P+nuGV0tkxelpCQQEBAAC9evAB0wSMXFxecnZ3TNPUxISGBPXv2cPv2bQDeffddmjdvnuK2iqLw/fffM23aNADmz58vC15korT2oWSklBBC5FNLly7VB6R+/PFHfvrpp5S/0GNioGvX/w9ITZgAO3akKSB1gQvUohY/8AMxxPAe73GVqyxhSYELSIFuWl972nOLWyxiEYUoxFnOUotaTGACMaQ8JU/vgw/g3DmoUAF8fKBhQ93qfCmoUKECJ06cwNXVlfv379OsWTMCAgIy8aiEEEKIguHFixd88MEHPHjwgNKlS3P8+PFUA1IPHz5k5cqVhIaG4ujoyJAhQ9IUkNJqtfj6+nLv3j2ioqJQq9WULFmSqlWrFsiAFOhyPpUuXZpq1apha2uLoij4+fnpz1Fatu/cuTPvv/8+AKdPn2b79u0kJCQYra9SqZgyZQoTJkwAYNSoUcyfPz/zDkikiQSlhBAiH/rjjz8YMWIEoJuyN3HixJQrBwfrpuft2gUWFroV4aZM0U0hS0UssXzHdzSiEfe5T3GKs571nOQkb/N25h1MHmWKKV/wBfe4R0c6kkgi05hGDWpwkpOv30HlynD+PDRqBGFh8PHHuil9KfhvYOrBgwd89NFH+nwUQgghhHi94OBgPvzwQ+7cuYOLiwvHjh2jbNmyKda/efMmGzZsID4+nrJlyzJkyBCKFi362teJiori3r17+ql6jo6OVKtWjeLFi+fJBOaZzdLSkooVK1K2bFlMTEyIiYnh/v37PHnyBI1Gk+q2KpWKZs2a0aFDB9RqNXfu3GHNmjUpBrVUKhWTJ0/m+++/B2D06NGsWLEi049JpEx+4oUQIp9Zs2aNfgGCr776iunTp6c8QurJE3j3XThzBhwc4K+/oGfP177GJS5RhzrMZCZatPShD3e4Qy96oSLtK2YVBKUoxU52soMduOCCF140oxnjGEc88alvXKQI/P03dO8OiYkwaBBMnJjiynzly5fnxIkTuLi4cPv2bVq2bJnqKjRCCCGE0AkNDeWjjz7ixo0bODs7c+zYMSpUqGC0rqIonDlzhp07d6LVannrrbfo06cP1tap587UarX4+flx//59YmNjMTU1pUKFCpQvXz5NuacKEpVKReHChXnrrbdwctKNvH/x4kWaR03VrFmTPn366BOg//HHH/qVDI291s8//8x3330HwLBhw1i/fn3mHYxIlQSlhBAiH9m6dSsDBw5EURRGjBjBvHnzUg5I3bqlmxZ27x6UKgWnT8N776W6fw0aJjKRhjTkLndxxpld7GItawvkVL306EQn7nGPwQxGQWEGM2hIQx7wIPUNLS11o9fGj9c9njQJvvwStMaTp5cvX56//vqLIkWKcPnyZdq1a0d0dHQmH40QQgiRf0RFRdG6dWuuXLlCkSJF+Pvvv6lcubLRuoqicPjwYY4ePQpAw4YN6dy5MyYmJqm+RkxMDPfu3dMvSOLk5ES1atVwcHDI1GPJb0xNTSlXrhwVK1bEzMyMuLg47t+/z7Nnz3hdeuxy5coxePBgHBwcCAkJYdWqVfrRaa9SqVRMmzaNzz77DEVR6N+/P7t3786KQxKvkKCUEELkE3/99Re9e/dGq9UyePBgfvnll5QDUv/8owtA+ftD1apw9iyksqIMQAABfMiHTGISGjT0pCd3uEMHOmTB0eRPdtjxO7+zne044cRVrlKb2qxgBQqpdKzUapg6FZKWLP7lFxgwAFLIkVC1alUOHz6MnZ0dp06dokuXLsTHv2ZUlhBCCFEAxcfH07lzZ86dO4ejoyNHjx5NcZU9jUbD9u3buXDhAgAffvghH330UapJuBVFISgoiHv37iUbHVWuXDlMTU2z5JjyIzs7O6pWraoP4vn5+eHp6fna/k2RIkUYNGgQxYoVIzIyktWrVxtdkRV0galFixbRr18/NBoNHh4e+uCjyDoSlBJCiHzg4sWLdOrUiYSEBLp27cry5ctTzknw11+6/ERhYbrA1OnT4Oqa6v6PcpSa1OQ4x7HBhnWsYwMbKEzhLDia/K8znbnJTT7gA6KJ5lM+xQMPIohIfcMvvtCtiGhiovu/a1eIjTVatXbt2hw4cABra2sOHTpEr169SExMzIKjEUIIIfImrVZL//79OXLkCNbW1uzfv5+33zaeFzMxMZEtW7Zw584d1Go1nTt3plGjRqnuX6PR8OjRIx4/foyiKAaBFZE+pqamlC9fnjJlyqBWq4mMjOTu3buEhYWlup2trS0DBgygVKlSxMbGsmbNGh4+fGi0rlqt5o8//qBz587Ex8fToUMHzp49mxWHI/5HglJCCJHH3bt3j9atWxMVFcUHH3zAunXrUh5CvncvtG2rW22vdWs4fBgcHVPcdyKJ/MAPfMRHBBJIdapzhSv0pncWHU3BUZKSHOYwc5mLGWZsYxvv8M7rp/P16QM7d+qm9e3ZA61aQQp5oxo3bsyuXbswNzdn+/btDB8+/LVD3YUQQoiCQFEURo4cyaZNmzAzM2PHjh00bNjQaN34+Hg2btyIp6cnpqam9OzZk+rVq6e6/6Tk3El5jFxcXHBzc8PMzCzTj6UgUalUFClShCpVqmBtbY1Go8HLywt/f/9U+zhWVlb07duXChUqkJCQwIYNG7h7967RuqampmzYsIGPP/6Y6OhoWrduze3bt7PqkAo8CUoJIUQe9uTJE/0qa/Xr12fnzp1YWFgYr7x1K3TuDPHxuv937gQrqxT3HUIIrWnNFKagoPAJn3CBC1TGeI4FkX5q1IxmNKc4hQsu3OMe9ajHTnamvmG7dnDoENjawokT/z/yzYgPP/yQTZs2oVar+f3335k0aVLmH4gQQgiRx0yaNIklS5agUqlYs2YNH3/8sdF6cXFxrF+/Hm9vb8zMzOjduzdubm6p7js4OFg/Xc/MzIxKlSpRokSJVKf5ifSxtLSkcuXK+tUOAwICePjwYaqjws3NzenRowdVq1ZFq9Wybds2bt26ZbSuhYUFO3bsoHHjxoSFhdGyZUuePn2aJcdS0GVKUCokJIQBAwYwceJERo4cSWwKUwle1bdvX0qVKqW/de7cOTOaI4QQBUJQUBAfffQRvr6+uLu7s3//fgoVKmS88rp10KOHbgW3nj1h82ZIZZWX+9ynPvX5i7+wxpr1rGc5y7Ei5SCWyLgGNOAqV2lCEyKIoDOdGcc4NKSy7HGTJnD8uG6k2/nzqQamOnXqxJIlSwBdJ1yWOhZCCFGQLV68WH+RZvHixfTo0cNovZiYGNauXcuTJ0+wsLCgb9++lC1bNsX9KoqCv78/Pj4+KIqCra0tVapUwdbWNisOo8BTq9WULl2aMmXKoFKpCAsL4/79+6ku8GJqakqXLl2oWbMmiqKwc+fOFANT1tbW7NmzhypVquDn50fLli0JCQnJqsMpsDIlKDVmzBh69OjBxIkTadasGZMnT07Tdg0bNsTX11d/27FjR2Y0J0/TaDRMnTpVf3/GjBkAPH78mL59+/Ljjz8yfvz4ZEMTUyo7evQohQoVYunSpaxbt47Zs2fj6uqKv79/qmUZfT0hRPaJiYmhffv2PHjwAFdXV44cOUKRIkWMV161Cvr1063WNnCgLhdRKok1D3KQd3gHL7woTWnOcpZe9MqiIxFJnHHmL/5iNKMBmMEM2tEu9TxTderA33+DkxNcuJBqYGrYsGH88MMPAAwfPlxWlBH5TkYuku7du5cpU6bwyy+/8O233+pXxRJC5F87d+5k5MiRgO5CzYgRI4zWi4mJYc2aNfj5+WFlZUW/fv1wTSUHp0ajwdvbm4CAAACKFSumXzFOZK0iRYrg7u6Oubk5cXFxPHjwgNDQ0BTrq9Vq2rdvT61atfSBqZs3bxqt6+TkxKFDh3BxceHu3bu0b9+emJiYLDqSAkp5QxEREYqrq6ui0WgURVGU6OhopUSJEvrHqVm+fHm6Xis2NlYJCwvT354+faoASlhYmEHdmJgY5e7du0pMTEy6XiOnPX/+XFm2bJn+ftI5at68uXL37l1FURRl3rx5yooVK/TbpFZWpkyZZPt/+PChsmrVqteWZfT1XpVX3wchcrPExESlc+fOCqA4Ojrqfx+NWrtWUVQqRQFFGTFCUVL5bNYqWmWOMkdRK2oFBeVd5V3lufI8C45AvM5GZaNipVgpKCg1lBrKU+Vp6htcu6YoTk6697l+fUUJCTFaTavVKoMHD1YAxdLSUjlz5kymtz2/CQsLS7GvkVeldkx5+Xt74MCBysGDBxVFUZQdO3Yo48ePT7V+UFCQ0rt3b/1jf39/pVevXinWz8vnRgihc+7cOcXS0lIBlGHDhilardZovZiYGGXFihXKxIkTlVmzZinPnj1Ldb+xsbHKnTt3lMuXLytXrlxRXrx4kRXNF6+RkJCgPHjwQLl8+bJy+fJl5dmzZym+x4qi6xft3r1bmThxojJp0iTlxo0bKda9efOmYm9vrwBKp06dlMTExKw4hHwlrX2oNx4pdePGDSpXrqxf5cnKygo7Ozu8vb1fu21UVBSjR49m2LBhdOnShcDAwFTrT58+HXt7e/0ttUj1qxQUonLoX6rLfP/HlClTcHV15YsvvsDS0hJXV1c+//xzJk2aREhICFWqVAGgXbt2LF26FICHDx+mWGZM+fLl6dXL+IiHpLLU9pne1xNCZL6xY8eyY8cOzM3N2bVrl/730cCWLdC/PygKDBsGixdDCivyJZLIp3zK13yNFi2DGczf/E0ximXhkYiU9KAHJzmJM87c5Cbv8A5XuZryBjVr/v+IqYsX4aOPwMgVQpVKxbJly2jbti2xsbG0a9eO+/fvZ9lxiPxBURQ0Gk2235R0jMSOjIzk6NGjfPTRRwC0bNmSVatWodVqU9zG29s72ZSaEiVKyEgpIfIxLy8v2rVrR2xsLG3btuWXX34xmuMpKYeUv78/VlZW9O/fH2dn5xT3GxUVxf3794mJicHU1JRKlSqlPHpdZClTU1MqVqyoP/++vr48ffo0xe8TlUpFu3btqF27NoqisGvXLm7cuGG0bvXq1dm9ezfm5ub60Xbp+Z4SKUt5/sYr9u3bx+nTpw2et7GxoXDh5EuCOzo6EhgY+NoEcFevXuW3337D0tKSffv28d1337Fy5coU648bN47Ro0frH4eHh6c5MBVNNIVIIddKFoskEhtsXltv2LBhVKpUicjISBo1asTNmzf1QwPr1Kmjr+fm5oanpydxcXGcP38+xbJXkx0fPnyYypUrG50H/d+y1PaZntcTQmS+hQsXMn/+fAD+/PNP3n//feMVd+2CXr10U/YGDYIlSyCF5JrRRNODHuxlL2rUzGMeIxmJCknGmZPqUY8LXKANbbjDHd7nfTaykXa0M75BzZpw7Bi0aAGXLulWVzxyBF7JM2ZqasrmzZtp0aIF58+fp02bNpw/f16fKFSIV2m1Wq5fv57tr1uzZs2UVxJ9RWoXSVPqj1avXp2//vqLAwcO0Lp1a27evEmTJk0yrf1CiNwjKCiIVq1aERQURJ06ddi0aROmRlIZJK2y5+vri6WlJX379qVYsZQv0IWFheHt7Y1Wq8XKygo3NzfMU8nZKbKeSqWidOnSWFhY4Ofnx4sXL4iLi6N8+fJGv1NUKhVt27YFdPGJ3bt3Y2pqSrVq1QzqNmnShPXr1+Ph4cGvv/6Km5sbo0aNyvJjyu/SPFKqbdu2zJgxw+BWoUIFgwihVqvF0tLytftcu3atvl7r1q05depUqvUtLCyws7NLdstPihQpgqWlJfXq1cPd3R1LS0vq1KnDixcvDAJ/tra2vHz5koCAgBTLkmzatIkNGzYwYcIEg9c0VpbaPtPyekKIrLFz5079F9/MmTNTTMrJ/v3g4QEaDfTpAytWpDhCKoggWtCCvezFEku2s50v+VICUrlEGcpwhjN8wAdEEUVHOrKUVEanvv22bsSUgwOcOwcdO4KRvDpJiTvLly+Pt7c3HTt2TPMiJULkRsb6J0kXSVNiaWnJnj176Nu3L61bt2bLli18//33Wd1UIUQ2S8rD6eXlRdmyZdm3bx82NoYDBhISEti0aROPHz/GwsKCPn36UKJEiRT3+/LlS7y8vNBqtdja2lK5cmUJSOUSKpWK4sWLU758eVQqFeHh4Tx48ICEhIQU67dt21afY2rHjh38+++/Rut27dqVOXPmALrc2pKj882leaRUSpydnQkODk72XGhoKMWLF3/ttkFBQfqhdWq1OkuHv1ljTSSRWbb/1712WgUEBNCoUaNk9+Pj41MM/KVWliTpD1djSfaMlb3p6wkhMt/Fixfp1asXiqIwfPhwxo4da7zi339D586QkKALTK1aBSmMNHjEI1rSkgc8wBFH9rKXxjTOwqMQGWGPPQc4wAhG8Du/M4IRBBPMeMYbDx6+/TYcOqQbMfX339C9O2zbBq98BxQtWpT9+/fTsGFDzp49y6BBg1i/fr0sVy0MqNVqatasmSOvm1YZ6Z9otVoWL17MhQsXOHz4MJMmTaJt27Y0aNAgw20WQuQuWq2Wfv36ce7cORwdHTlw4IDRv1M1Gg1btmzBx8cHc3NzevfuTcmSJY3uU1EUnj17pl8gysnJiTJlyqTrM0tkD0dHR8zNzfHy8iImJoYHDx5QsWJFozN8kgJT8fHx3Llzhy1bttC7d2+js4xGjRrFv//+y7Jly+jVqxenTp1KNptIpM8b/+bUrl2bO3fu6DsCUVFRaLXaVKPKAHfv3qV+/fr6x4qiYGWVdUuNq1Bhk0P/0jriYMqUKXz++eeUKlUKS0tL/f2EhASDwF9MTAxOTk5Gg4JJZa9q3Lix0edfLUttn+l5PSFE5nj69Cnt27cnNjaWNm3asGjRIuOBg4sXoUMHiI/XjZBZty7FVfZucpOGNOQBDyhNac5wRgJSuZgZZqxgBd+jG8XxPd8zlrEp5yx85x3YuxcsLGDPHhgwQDdy7hXu7u5s374dU1NTNm7cyE8//ZSFRyHyKpVKhYmJSbbf0hMgzchF0v379+Pm5oabmxufffYZq1at4osvvsjweRJC5D4//vgj27ZtSzUPZ1IuIS8vL0xNTenVq1eKKWIUReHp06f6gJSzszNly5aVgFQuZmNjox/FlrQyX0qr56nVajp16kSlSpVITExk48aN+Pn5GdRTqVT88ssvfPzxx0RHR9OuXTuePn2a1YeSb73xb4+joyPNmzfn+PHjABw8eJB+/fqhUqnQarX07NmTK1euGGxXtGhR6tatq398/Phx/VzOgmrYsGF8+umnXL9+nevXr+vvd+zYkWvXrunreXp66q9Y1q9fP8WyV7m4uKQ45fG/ZantMz2vJ4R4c5GRkbRr147nz59To0YNNm7caDQHAvfu6XIIRUXpRshs2mQwMibJJS7RlKY84xnVqc5ZzlKFFJKli1xDhYrJTGYe8wCYy1yGMIREEo1v0KyZboSUqSls2AAjRuiS3r+iefPmrFixAoDJkyezZs2aLDsGIbJKRi6S3r9/n6pVq+oft2nTxiCwJYTIu9avX8/UqVMB+O2334zm4VQUhYMHD3L79m3UajXdu3enTJkyRvenKAqPHz/mxYsXALi6ulKqVCkZYZwHWFpaUrlyZSwtLUlISODBgwdERUUZrWtiYkLXrl0pW7Ys8fHxrFu3jufPnxvUMzU1ZcuWLbz11lsEBATQtm1bIiIisvpQ8qVMCekuXryYjRs3MnnyZE6ePMk333wD6IZSX7hwAV9fX4NtihYtyqeffsqiRYv49ddfOXToED/++GNmNCfPKlKkCEWKFMHd3R13d3f9/bfffhtra2u8vLwA2LNnD0OHDgV0STpTKsuo1PaZFa8nhDBOq9XSt29fbty4QbFixdizZ0+ylaL0njzRrbb28iXUqwc7d+pGyBhxmtO0oAUhhNCQhpziFCUxPjxd5E6jGMUqVqFGzUpW0p3uxBFnvHLbtroRcyqVLrfY+PFGqw0cOJBx48YBMGTIkNfmeBQit0npIqmiKCleIH3vvfe4cOGC/vGLFy946623sq3NQoisc+7cOQYPHgzAd999R79+/YzWO3nyJJcuXQKgY8eOKS6MoCgKPj4++jy65cqVSzUBush9zM3NqVy5MtbW1mg0Gjw9PQkPDzda18zMjB49elCyZEliY2NZt24dISEhBvXs7OzYt28fzs7O3Lx5kx49eqAxMjJdpO6Nc0oBODg48Ntvvxk8b2lpibe3d4rbtWjRghYtWmRGE/K9devWMXHiRMqUKUNcXBxjxox5bdmhQ4cICgpi3bp19OnTJ9n+UivL6OsJITLXhAkT2LVrl37IudErd0FBuoCUry+4u8OBA2AscAUc4xjtaEc00TSlKXvZm2Orkoo3M4ABOOBAd7qzgx10pCM72YklRvLndO8OEREwdCjMmAEuLmBkitKUKVPw8vJi69atdOnShcuXL6d4tViI3Gjx4sWMHTuWM2fOEBgYyJw5c5JdIH0130eDBg148uQJ8+fPx8rKCj8/P5YuTWUhASFEnvD48WM6duxIXFwcHTt21I+WetXFixc5efIkAK1ataJ69epG62m1Wry9vQkLC0OlUlGuXDkcHR2zrP0i65iamlKpUiUePnxIREQEXl5eVKhQAXt7e4O6FhYW9O7dm9WrVxMYGMj69esZNGgQ1tbJ80WXKVOGvXv30qRJEw4cOMD48eOZOXNmdh1SvqBSsjK7eBYLDw/H3t6esLAwg2lpsbGx+Pj4UK5cOUnCnYPkfRAiY9asWUP//v0BXSC4d+/ehpUiI6F5c7h0CVxd4cwZ3f9GHOAAnelMHHF8zMfsYEe6FmEQudPf/E072hFDDC1pmXJgCmDKFPjhB92oqc2boVs3gyrR0dG89957XL16lRo1anDmzBkKFSrYgcvU+hp5lfSfMkbOjRC5X0REBI0bN+bWrVu8/fbbnD592uj32O3bt9m+fTsATZo0oWnTpkb3p9VqefjwIeHh4ahUqhQDGCJveTXQmNr7Gh4ezh9//EF4eDglS5akX79+RldZ3Lx5s34RsTVr1tC3b98sPYa8IK19KMnIJoQQuczZs2f102InTJhgPCCVmKgLKly6BIULw5EjKQak9rCHjnQkjjg60IHd7JaAVD7RghYc4ADWWHOIQ3SkI7HEGq88YQIMG6bLK9WnD/zv6vB/WVtbs2vXLv0w9H79+qHVarP4KIQQQog3p9Vq6dOnD7du3cLZ2Zm9e/caDUj5+Piwc+dOAOrVq0eTJk1S3J+Xlxfh4eGo1Wrc3NwkIJVPqNVqypcvj4ODA4qi8PDhQ8LCwozWtbOzo0+fPlhaWuLn58f27duN9o26d+/OhAkTABg6dGiy6eEidRKUEkKIXMTPz48uXboQHx9Pp06d+Pnnnw0rKQoMHw6HDoGVlW7Knru70f0d4ABd6UoCCXjgwVa2YoHxfFMib2pKU31g6jCH6UAHYjCyqoxKBYsX61ZmjI/XrdR465ZBNVdXV3bu3Im5uTk7d+40/jMohBBC5DKTJk1iz549WFhYsHv3bqMr6AUGBrJ582a0Wi3VqlWjVatWRhOVJwWkIiIiUKvVVKxYMd+MlhU6arWacuXKpSkwVbRoUXr27ImpqSmenp7s27cPYxPOfv75Zzp06EBcXBydOnUyunKfMCRBKSGEyCViY2Pp3Lkzz54946233mLNmjXGlxiePh1+/x3Uat0qe/XrG93fX/xFZzqTQALd6MZ61mOG8RX5RN7WhCb6wNQRjqQcmDIx0a3E17gxhIVBy5ZgZAnjhg0bsmzZMkDXyd+2bVtWH4IQQgiRYTt27NBfRFmxYgXvvPOOQZ2IiAjWr19PXFwcpUuXpmPHjikGpJJyDiUFpAr6VPb8Kj0jpkqXLk2XLl1QqVRcu3aNEydOGN3f2rVrqVatGgEBAXTq1ImYGCP9MZFMvg9K5eGUWfmCnH8h0kZRFIYPH87FixdxdHRk165dxjtA69bppmEBLFoE7dsb3d9JTtKBDsQRR0c6sp71mGbO2hYil2pCEw5yEBts+Iu/6EIX4ok3rGhlBXv2QNWq4O+vW6HPyBLGAwcOZNSoUQD079+fGzduZPUhiFxEvr8NyTkRIne6ffu2fnW9L7/80uhKe3FxcWzYsIHw8HAKFy5Mjx49MDU17BcpioK3t7c+h5Sbm5sEpPI5lUplEJhKaVU+d3d3WrduDcCpU6e4fv26QR1bW1v27NmDk5MTly5dYujQofL98Rr5NihlYmICQHy8kQ65yDZJ5z/p/RBCGLd48WJWr16NWq1my5YtVKhQwbDS8eMwaJDu/tix8NlnRvd1hjO0oQ0xxNCa1mxik4yQKiDe530OcAArrDjIQXrTm0QSDSs6OcHBg+DsDDdv6lboSzSsN2vWLD766COio6Pp1KkTwcHB2XAUIieZmek+K6Kjo3O4JblP0jlJOkdCiJwXHBxMx44diYqKonnz5syZM8egjlarZdu2bTx79gwbGxt69+6NlZWVQb2kgFRS8ms3NzdsU1jRWOQvxgJTkZGRRuvWrVuXd999F4C9e/fy6NEjgzrly5dn27ZtmJiYsH79ehYtWpSVzc/z8u3qe4qi8OTJExISEnBxcTE+BUZkKa1Wi7+/P2ZmZpQuXdro8FghBJw4cYIPPvgAjUbD3LlzGT16tGGlu3ehUSPdlCsPD9i4UTd97xWXuUxzmhNBBB/yIXvYk/JqbCLfOsxh2tGOBBIYwAD+4A/Uxq5DXboETZpATIwuyPnLL7rcU/8RHBxMvXr18Pb25uOPP2b//v0F6kJDQVt9DyAgIIDQ0FCKFSuGtbV1gf/+VhSF6OhoAgMDcXBwoESJEjndJCEEoNFoaN26NUeOHKFs2bJcunSJIkWKJKujKAr79u3j6tWrmJqaMmDAAEqWLGmwL0VRePToEcHBwbLKXgH231xiJiYmVKpUCWtrw8WBFEVh27Zt3L17F0tLSwYPHmzwswewcOFCvvrqK0xMTPj7779TTKqfX6W1D5Vvg1KgG6Xj4+MjKwfloKQEcsaWzRRCwOPHj6lbty5BQUH06dOHNWvWGP4BGBSkyxvl4wPvvgt//QVGliO/z33e5V1e8pKmNGU/+2WVvQJsBzvoRje0aBnJSBawABVGggs7dkDXrroE+gsWwJdfGlS5ceMGDRs2JCYmhvHjxzN16tSsP4BcoiAGpRRF4dmzZ4SGhmZ/43IxBwcHihcvXuCDdELkFt9++y2zZs3C2tqas2fP8vbbbxvUOXfuHEeOHEGlUtG9e3cqV65sUEdRFJ4+fcqLFy8AqFChAg4ODlndfJFLaTQa/v33X6KiojA1NaVy5cpYGul3JyQksGbNGnx9fXF0dGTIkCEGASxFUejbty/r16+nWLFiXLlyhVKlSmXXoeQ4CUr9j1arlSl8Ocjc3FxGqQmRgtjYWN577z0uX75M7dq1OX36tOFw8vh4+OAD+OcfKF8eLlwAI1dinvKURjTCF1/qUY+/+RtbZMh5QbeGNfSnPwDf8z2TmWy84uzZ8M03ulFSu3dDu3YGVTZu3EivXr0AXULZTp06ZVm7c5OCGJRKotFoSEhIyMaW5V5mZmYFaoSgELnd9u3b6dq1KwCbN2/Gw8PDoI6npyebNm1CURQ+/vhjGjRoYHRf/v7+BAQEAFCuXDmcnJyyruEiT9BoNHh6ehIdHY2ZmRmVK1fGwsJw9eqoqCh+//13QkNDKV26NH379jXIVRYdHU3jxo25fv069evX59SpU0b3lR9JUEoIIXK5Tz/9lBUrVuDk5MTVq1cpU6ZM8gqKAoMHw6pVYGcH587pklO/Iogg3uM97nMfd9z5h38ogmHgShRMS1jC53wOwBzmMIYxhpUUBT79FH77DWxs4PRpqFnToNro0aOZP38+hQoV4uLFi1SpUiWLW5/z8mNfIz8ekxCi4Lh//z7169cnIiKCr7/+mtmzZxvUCQwM5I8//iA+Pp7atWvTtm1bo6McAwMDefq/VWhdXV0pVqxYlrdf5A0JCQl4enoSGxuLhYUFlStXNppT8MWLF/zxxx/ExcVRo0YNo6s6+vj4ULduXYKDgxkyZAi//fZbdh1Gjkprf0OGsAghRA5YuXIlK1asQKVSsXHjRsOAFMDcubqAlFoNmzcbDUhFEEFrWnOf+7jiyhGOSEBKJPMZnzGNaQB8zddsYINhJZUKliyBDz+EqCjo0AECAw2qzZo1i6ZNmxIZGUmnTp1SXJ1GCCGEyAqRkZF07tyZiIgImjRpwvTp0w3qREVFsXHjRuLj4ylbtiytW7c2GpAKDg7WB6RKlCghASmRjJmZGRUrVsTc3Jy4uDi8vLzQaDQG9YoWLYqHhwdqtZqbN29y9uxZgzrlypVj48aNqNVqfv/9d1asWJEdh5BnSFBKCCGy2dWrVxkxYgQAP//8Mx999JFhpb17ddOpAObPh5YtDarEEUdnOnOJSxSmMEc4giuuWdl0kUd9x3eMZCQAAxjA3/xtWMnMDLZsgUqV4MkT6NJFN330P0xNTdm8eTOlSpXiwYMHDBo0SJY5fkPe3t4sW7bMeGA6FY8fP6Zv3778+OOPjB8/Xt4HIUS+pygKgwcP5t69e7i4uLB582aDqVKJiYls3ryZ0NBQHB0d6datm9Gpt2FhYfj4+AC6oIIsYCCMMTc3p2LFipiamhIdHY23t7fR79vy5cvT8n999aNHj+Lp6WlQ56OPPtLn5Pziiy+4fPly1jY+D5GglBBCZKPg4GC6dOlCXFwcbdu2Zfz48YaVbt+GXr3+f0rVF18YVNGiZSADOcpRbLDhIAdxxz0bjkDkRSpUzGc+HniQQAKd6MQ1rhlWdHCAPXvA3l43hW/ECN3P4X8UK1aM7du3Y2Zmxvbt21mwYEG2HEN+Vb58eYYNG5buoNKgQYMYP348P//8M0WLFuX333/PohYKIUTusHDhQrZs2YKpqSlbt27F2dk5WbmiKOzfv5+nT59iYWFBr169jK6cFhUVhbe3NwCOjo64urrKAgYiRZaWlri5uaFWqwkPD+fRo0dGv7Pr1atHnTp1AF3Os6TE+f/17bff0rFjR+Lj4+natSvBwcFZ3v68QIJSQgiRTbRaLX369OHRo0eUL1+etWvXGi4EEBysmzoVGQnNmsEvv+imVr3ie75nIxsxxZSd7KQe9bLpKERepUbNGtbQlKZEEEErWuGDj2HFypVh40bdtNE//oDFiw2q1K9fn/nz5wPwzTffcObMmaxufr6XnkVBHj58SEhIiD6nV7t27Vi6dGlWNU0IIXLcP//8w9dffw3AvHnzaNSokUGdCxcucP36dVQqFd26daOIkYVhkqZhabVabG1tKVu2rASkxGvZ2NhQvnx5QHeB2c/Pz2i9Vq1aUaZMGeLj49m4cSMxMTHJylUqFatWraJChQr6Ec9arTbL25/bSVBKCCGyybRp0zh48CCWlpbs2LHDcLnhxETo0QO8vaFcOdi6VTel6hXLWc50dDkUfud3PuTDbGi9yA8ssGAXu6hBDZ7znI/5mCCCDCu2agWzZunujxoFR48aVBkxYgQ9e/YkMTERDw8PAo3koBJZ4/z58/qrsQBubm54enoSFxdntH5cXBzh4eHJbkIIkVc8f/6c7t27o9Fo6NWrF59//rlBHR8fH44cOQLAhx9+SIUKFQzqJCYm4uXlRWJiIlZWVlSoUEFWCRdpZm9vr59q//z5c6P9HhMTE7p164aDgwMhISFs3brVIOjk4ODA9u3bsbS05MCBA0bzohU08lsohBDZ4NixY/z0008ALF26lLffftuw0nffwV9/gbU17NoFhQsbVDnAAUagy0c1iUn0p39WNlvkQ/bYc5CDlKY0//IvHelILLGGFUePhn79QKMBDw/w8kpWrFKpWLFiBVWqVMHf35+ePXsaTQAqYN++fXz33XcGt3/++SdD+wsICKDwK58Ptra2vHz50mj96dOnY29vr7+5ukruOSFE3pAUiAoICKBq1ar6RWL+K+mPf0VRqFGjBg0aNDDYj1ar5eHDh8TGxmJmZoabm5vRXFNCpKZIkSK4uLgA8PTpU0JDQw3q2NjY0KNHD8zMzPDx8eHw4cMGdd5++21+/fVXAH788Uf+/ttIrs8CRKXk4cyYsqSxECIvCAgIoGbNmgQGBjJo0CD++OMPw0rr10OfPrr7W7ZAt24GVa5whSY0IYooBjCAlaxEhQw5Fxlzj3s0pCFhhNGLXqxjneHPU2ysbhrp+fNQvTqcOwc2Nsn3c+8e9erVIyoqivHjx+uTeOYX2dXXKFu2LI8ePUpT3WnTphEWFsbMmTP1zzk7O3Pv3j2cnJwM6sfFxSUbRRUeHo6rq6v0n4QQud5PP/3Ezz//jI2NDZcuXdJPW04SHx/PypUref78OS4uLgwYMACzV0aZK4qCj48PISEhqNVqKleubDTXlBBpoSgKT548ISgoKNWfp/v377N582YAOnbsaPSC9ODBg1m5ciVFixbl2rVrlCxZMsvbn53S2oeSkVJCCJGFEhMT6dmzJ4GBgdSoUYPFRvLzcOUKDBmiuz9+vNGA1GMe05a2RBHFh3zIClZIQEq8kSpUYTvbMcWUDWxgIhMNK1lawvbtULw43LoFgwcbJD6vUqWKPsn2tGnTOHDgQDa0vmBzdnY2SI4aExNjNCAFYGFhgZ2dXbKbEELkdkeOHGHy5MkA+pG5/6UoCnv27OH58+fY2Njg4eFhEJAC8Pf3JyQkBIAKFSpIQEq8EZVKRenSpbG1tUWr1eLl5UX8K6sVA7i7u/P+++8DuhHTAQEBBnUWL15MzZo1efHiBR4eHiQkJGR5+3MjCUoJIUQW+umnnzh58iSFChVi69atWFlZJa8QGAidOulGpLRpAz//bLCPCCJoRzue8YzqVGcb2zDDsNMlRHq1oAXLWAbAz/zMWtYaVnJx0eU3MzWFzZth3jyDKj169NDn+OjXrx9Pnz7N0nYXdPXr1+fatf9fPdHT05OaNWvmXIOEECKT+fn50bt3bxRF4dNPP6VXr14Gdc6cOcOdO3dQq9V4eHhgb29vUOfly5c8e/YMgDJlykhQXmQKlUpFhQoVsLS0JCEhAS8vL6MpDJo2bUrFihVJTExk8+bNREdHJyu3srJi27Zt2NnZcfbsWX744YfsOoRcRYJSQgiRRQ4cOMC0adMA+OOPP6hUqVLyCkmJzZ8+hUqVYN06eCW/gQYNvejFLW5RnOLsZz92SIdKZJ7BDOZbvtXfP8Upw0rvvgsLFujuf/MNHDtmUGXOnDnUrl2bly9f0qNHjwJ7tS+jEhISki0xrdVq6dmzJ1euXDGoW716daytrfH6X56vPXv2MHTo0GxrqxBCZKWEhAS6d+9OUFAQtWrVYkHS989/eHt7c+x/30WtWrWidOnSBnUiIyN5/PgxAMWLFze6Gp8QGWViYoKbmxumpqbExMTg4+PDq5mRVCoVnTt3xsnJibCwMLZv326Q+LxChQr61B4zZ84skCPOJSglhBBZ4OnTp/Tt2xeAzz//HA8PD8NK338Px4/rcvTs3AmvrsYHjGMc+9iHJZbsZjeuSIJikfmmMY2udCWBBDrRiX/517DSiBHQvz9otdC9Ozx5kqzYwsKCLVu2FPirfen18OFDZsyYgb+/P2PGjNEHoeLj47lw4QK+vr5Gt1u3bh3Tpk1j0qRJBAcH0ycpJ50QQuRxEyZM4MyZM9jZ2bF161YsLS2TlSf9ca8oCjVr1ky2GmmSuLg4Hj58iKIoODg46JNTC5GZLCwscHNzQ6VSERYWZvQ729LSku7du2NmZoa3t7fRpOZdu3Yt0CPOJdG5EEJksoSEBJo2bcrZs2epW7cup0+fxsLCInmlnTuhc2fd/c2bdaubvWIVqxjEIAA2spEe9MjqposCLIYYmtKUi1ykClU4xznseWUqREyMbtTU1atQpw6cPq3LO/Uf27Zto9v/8qLt37+f1q1bZ9chZIn82NfIj8ckhMgfDhw4QJs2bQDYvn07nZP6Sv+TmJjI6tWr8fPzo0SJEgwcONAgj5RGo+H+/fvExsZibW1NpUqVZKU9kaVCQkLw9vYGoHTp0hQtWtSgzp07d9i2bRugC0JVq1YtWXlcXByNGjXi6tWrNGrUiBMnThjNkZaXSKJzIYTIIT/99BNnz57Fzs6OzZs3GwakPD11I04ARo0yGpA6xSk+5VMAfuRHCUiJLGeFFbvYRUlKco979KY3Gl7Jj2BlBTt2QOHCugT9I0ca7KegX+0TQgiRMb6+vvTr1w+AL774wiAgBXDo0CH8/PywtLSkW7duKa60Fxsbi5mZGRUqVJCAlMhyjo6O+tF4T58+JSIiwqBOtWrVaNiwIaCbdh8UFJSsvCCPOJeglBBCZKLDhw8zffp0AH7//XfKly+fvEJkpG6EVEQEvPce/GdJ9yQ++NCZziSQgAce/MRP2dF0IShBCXaxC0ss2c9+JjDBsFKZMrBpE6hU8Ntv8OefBlUkv5QQQoj0SExMpFevXrx8+ZLatWsze/ZsgzrXr1/XT3Hu3Lkzjo6OBnV8fX0JCwvTJ6I2NzfP8rYLAbq8ZY6OjiiKgre3N3FxcQZ1PvjgA8qWLUt8fDxbtmwxWLWvoOaXkqCUEEJkkoCAAH0eqeHDh+unMOkpCgwdCnfuQPHiuml7r1zhiyKKDnTgJS+pS11WsQq1fFSLbFSXuqxkJQAzmcl61htW+uADmDRJd3/YMLh5M1nxq1f7Jk6cmMWtFkIIkZf9/PPP/PPPP9ja2hodZf7s2TP2798PQJMmTahYsaLBPl6+fElgYCAAZcuWxcbGJusbLsT/qFQqypQpg5WVFYmJiTx8+NBgRT61Wk2XLl0oVKgQL168YN++fQbJ0bt27cpnn30GQP/+/fHz88u2Y8gp8peOEEJkAo1GQ58+fXjx4gU1atRg3rx5hpWWLNGNMDE1ha1boUSJZMUKCgMZyC1u4YwzO9mJNdbZdARC/L+e9GQc4wDdinwXuWhYacIEaNUKYmOhSxcIC0tWXKFCBX777TcApk+fztGjR7O83UIIIfKeY8eOMWXKFACWL1+Om5tbsvLY2Fi2bNlCYmIiFStWpEmTJgb7iIqKSrbSnpOTU9Y3XIhXvLoi36NHjwyCToUKFaJr166oVCpu3brF5cuXDfYzd+5catasSVBQEH369DEIbuU3EpQSQohMMG3aNI4dO4aNjQ2bN282WCmGS5dg9Gjd/VmzdMmiXzGDGWxlK2aYsZ3tlKJUNrRcCOOmMIV2tCOOODrSEX/8k1dQq2HtWihdGry8YNAg3WjA//Dw8GDo0KEoikLfvn15/vx5Nh6BEEKI3O758+f07t0bRVEYMmQIPXv2TFauKAq7d+8mJCQEe3t7OnXqhEqlSlYnISFBv9Kevb29rLQncpS5uTkVKlRApVIRGhpKQECAQZ0yZcrwwQcfALrUH6+OhrKwsGDz5s3Y2Nhw4sQJpk2bli1tzykSlBJCiDd06tQp/fSkpUuX4u7unrxCSAh06wYJCdCpE3z1lcE+/pu/ZzGLaUzjLG61EKlTo2Yd66hGNQIIoBvdiCd57gMKF4Zt28DcXJcA3cgIwQULFlCtWjWePXtG//790Wq12XQEQgghcjOtVku/fv149uwZ1apVY+HChQZ1Lly4wP3791Gr1XTr1g0rKyuDfXh7e5OQkICFhQXlypUzCFoJkd0KFSpE6dKlAV16j9DQUIM6DRs2pEqVKmg0GrZu3Up0dHSy8kqVKrF06VIAJk6cyD///JPl7c4pEpQSQog38PLlS3r37o1Wq6V///76nFJ6iqJbae/xYyhfHlau1CWI/o8HPKAXvVBQGMYwPuGTbDwCIVJmhx272IU99pzlLF/xlWGlevVgwQLd/W+/hdOnkxVbW1uzefNmrKysOHz4MHPnzs3ydgshhMj95s6dy5EjR7CysmLz5s1YWydPWeDr68tff/0FwMcff0zJkiUN9uHr60tkZCRqtRo3NzdZaU/kGkWKFKFo0aIA+hUh/0ulUtG+fXucnJwICwtj586dBlP9+vbtS79+/dBqtfqFAPIjCUoJIUQGJQ019/X1pWLFiixevNiw0pw5sHcvWFjo8kg5OCQrDiecjnQknHDe5V0WYniVUIic5IYb61mPChVLWcoqVhlWGjYMevcGjQZ69IBXljn+7xXw8ePHc+HChexouhBCiFzq0qVLjB8/HoCFCxdSrVq1ZOXR0dFs3boVrVZLtWrVqFevnsE+Xrx4wYsXLwAoX768YeoEIXJYqVKlsLGxQavVGk18bmlpiYeHB6ampnh5eXHmzBmDfSxZsoSKFSvi6+vLoEGDDAJX+YEEpYQQIoOWLVvGrl27MDMzY9OmTRQqVCh5hdOnYZwuWTQLF0Lt2smKFRQGMID73KckJdnGNsyRpYtF7tOGNkxkIgDDGc5lXknKqVLBsmVQuTL4+UG/fvDKNL0hQ4bg4eFBYmIiPXr0IOyVxOhCCCEKhvDwcHr27EliYiJdu3ZlyJAhycoVRWHnzp2Eh4fj5OREu3btDKbkRUVF8fTpUwBcXFywt7fPtvYLkVZqtZoKFSpgZmZGbGys0cTnzs7OtGrVCtAl/X/y5Emy8kKFCrF582bMzc3Zs2eP8YvgeZwEpYQQIgNu3brFqFGjAJg5cya1Xwk48eIFdO+uGznSuzd8Yjglbzaz2clOzDFnBztwxjk7mi5EhnzP97SnPXHE0ZnOBBKYvEKhQrBlC1hawsGDMHt2smKVSsWKFSsoV64cjx49Yvjw4fnyap8QQoiUKYrCiBEjePjwIaVLl2bFihUGAafTp0/j5eWFqakpHh4eWFhYJCtPTEzUJzZ3cHCgePHi2XkIQqSLmZkZ5cuX1yc+N7boS61atahevTqKorBt2zaD/FK1atVizpw5AIwdO5abN29mS9uziwSlhBAinaKjo+nRowdxcXG0bt2ar15NXK7V6vJI+fuDu7tuBMkrHa5jHGMculFUi1hEfepnU+uFyBg1atawhkpU4ilP6U53EklMXqlGDfjlF939CRMM8kvZ29uzYcMGTExM2LhxI2vWrMmm1gshhMgN1q5dy/r16/XfA46OjsnKnzx5wvHjxwFo3bo1zs7JL9gpipIssXnZsmUlsbnI9QoVKoSrqysAfn5+hIeHJytXqVS0bduWwoULExERYTS/1Oeff07btm2Ji4ujR48eBoGrvEyCUkIIkU6jR4/m7t27FC9enFWrVhl2hubO1Y0UsbTU5ZF6ZVqfL770oAdatPSnvyQ2F3mGPfbsZCeFKMQJTuhXjExm8GDo1SvF/FINGjRg0qRJAHz22Wf8+++/2dF0IYQQOezff/9lxIgRgG41sUaNGiUrj46OZvv27SiKQo0aNahZs6bBPvz9/YmIiNBPi5LE5iKvKFKkCIULFwbA29ub+PjkKxqbm5vTrVu3FPNLqVQqVq5cSYkSJbh37x6jR4/OtrZnNQlKCSFEOuzYsYPly5ejUqlYu3YtxYoVS17h3Dn4X+JOFi2Ct95KVhxHHF3pygteUJOaLGUpKuQKn8g7qlJVn+x8FrPYze7kFZLyS1WqlGJ+qe+++46mTZsSFRVFz549DTpmQggh8pf4+Hh69uxJVFQUTZs2ZVxSzs3/URSF3bt3Ex4eTuHChWndurXBRb/Q0FCePXsGQJkyZbCyssq29gvxplQqFaVLl8ba2hqNRoO3tzfaV/pHzs7OtGzZEjCeX6po0aKsWbMGlUrF8uXL2bFjR7a1PytJUEoIIdLI19dXn4xz7NixfPDBB8krhIToRoYkJur+fyVxJ8BoRnOBCzjgwHa2Y4V0qETe05WufMVXAPSnPw95mLyCra1ulGBSfql585IVm5iYsHbtWpycnLhy5Qrff/99NrVcCCFETvjhhx+4cuUKTk5OrF271mCE0/nz5/H09MTExISuXbsa5JGKjY3Fx8cHgGLFiuHk5JRtbRcis6jVasqXL4+JiQlRUVH4+voa1Kldu7Y+v9T27duJiYlJVv7BBx8wduxYQLeITFLC/7xMglJCCJEGGo2Gvn37EhISQt26dZk8eXLyCooCgwbBkydQoQIsX26QR2oDG/iVXwFYxzrKUz67mi9EppvFLBrRiDDC6EIXYkjeaaJGDViwQHd/3Di4eDFZcalSpfj9998BmD17Nn/99Vc2tFoIIUR2+/vvv5k1axYAv//+O6VKlUpW7ufnx9GjRwH4+OOPDRKXa7Va/agSGxsbSpYsmT0NFyILWFhYUK5cOQBevHhBcHBwsnKVSkWbNm1wcnIiPDyc3bt3G+SXmjx5MnXr1iUkJIS+ffui0Wiyrf1ZQYJSQgiRBrNnz+bEiRPY2NiwYcMGzM3Nk1dYsgR27QIzM9i8GezskhXf454+d9T3fE8b2mRTy4XIGmaYsYUtFKUoN7jB53xuWOmTT6Bbt/8fPRgWlqy4U6dOfPrppwD069ePFy9eZEfThRBCZJOgoCD69esHwCeffEKnTp2SlcfGxrJt2za0Wi1VqlShbt26Bvt48uQJMTExmJqaUr58edRq+RNW5G329vb64Ovjx48NRkNZWFjQtWtXTExMePDgAZcuXUpWbm5uzoYNG7CxseHkyZNMnz4929qeFeQ3WgghXuPixYv88MMPAPzyyy9UrFgxeYVr12DMGN39OXOgTp1kxVFE0ZWuRBFFc5ozkYnZ0Gohsl5JSrKRjahRs/J//5JRqWDFCihbFnx8dEGqV672zZs3j6pVq/Ls2TMGDx5scDVQCCFE3qQoCkOGDMHf3x93d3fmvTKVW1EU9u7dS2hoKA4ODrRv394gj1RQUBAvX74EoFy5coYXBYXIo1xcXLC1tdWPBHx1tFOJEiX48MMPAThy5Ig+n1qSihUrsmTJEkC3cMCFCxeyp+FZQIJSQgiRioiICHr16kViYiIeHh4MGDAgeYXISN0IkPh4aN8evvgiWbGCwnCGc5e7FKc4G9iACbJSjMg/WtCCn/kZgM/4jBvcSF7BwQE2bgRTU9iyBf74I1mxtbW1fvTh3r17WbZsWTa1XAghRFZavnw5u3fvTjaq47+uXbvG3bt3UavVdOnSBUtLy2TlMTEx+kTPLi4u2L0yCl2IvEylUlGuXDnMzMyIjY3l8ePHBhfm6tevT6VKldBoNGzbts1gYZh+/frRvXt3NBoNvXr1IiIiIjsPIdNIUEoIIVIxcuRIHj58SOnSpVm2bJnBFTy++AI8PaFkSVi50iCP1EpWspa1qFGziU0445yNrRcie4xjHK1pTSyxeOBBBK90iho0gKlTdfdHjoQ7d5IVv/3228yYMQOA0aNHc+/evexothBCiCzy3yXrZ8yYQa1atZKVv3jxgoMHDwLQvHlzgzxTGo2Ghw//j737jquqfgM4/rmXvcQBoiIIoqaWpmlqJbkyK/cWcW/LkdpQM7Pco3KUewvuhSP3yp2aI/dgCIgispF1uff3x9X783hBseCK+Lx/L15e+H7P4Tn9FM59zvf7PLfQ6XQUKFDAqM6UEPmBhYUFpUvra8zGxMQQFRWlGFepVDRv3hwHBwcePHjAH3/8YTQ+d+5c3N3dCQwMZNCgQSaLPSdJUkoIIbKwZs0ali5dilqtxs/Pj0KFCiknrFwJS5eCWg3+/lCkiGL4yTo74xlPHeqYKHIhTEuNmuUspyQluc51+tIXHU9tw/vqK/j4Y0hOhvbt9X8+YfDgwXz88cekpKTg4+NDamqqCa9ACCFETklNTcXHx4fk5GQ+/vhjBg8erBjXaDSsX78ejUZD6dKlef/99xXjOp2OkJAQUlNTsbCwwMPDw/ihoBD5hL29vaF4f2hoKA8fPlSM29ra0rp1a1QqFefPn+f8eeWK9IIFC+Ln54darWbp0qWsXbvWZLHnFElKCSFEJm7fvk2/fv0AGDlyJN7e3soJgYHwaJxRo6COMuEUTzxtaEMKKXzGZ3zDN6YIW4iXpghFWMMazDBjFatYyELlBLUali8HFxf9SqnHddgMw/qbKScnJ86fP893331nwuiFEELklO+++47z58/j5ORkeLj3pN27dxMZGYmtrS0tW7bMtI5UTEwMAKVLl8bCwsJksQvxMri4uODo6IhOp8u0vlSpUqWo8+i9xh9//GHUsc/b25uRI0cC0LdvX8O211eFJKWEEOIpGRkZdOnShdjYWGrUqMHo0aOVE9LTwccHEhLggw/gURH0x3To6EtfbnITd9xZznLU8uNWvAbe530mou8AM5CBxvWlXFz0iSmAOXMgIEAxXLx4cRY9qjn1888/s2fPnlyPWQghRM7Zu3cvP//8MwCLFi2iePHiivGrV68aOom1aNECe3t7xfjDhw8JDQ0FwNXV1WhciPxIpVLh4eGBhYUFqampmdaX8vb2xt3dnbS0NDZs2GCUuBo9ejQ1a9YkNjaWzp07G43nZTnyLikwMJC5c+dSqlSpFzouJCSEzp07M3r0aEaOHCkdd4QQecK0adM4dOgQdnZ2+Pv7Gz+h+/57+OsvfQFnf399AecnLGIRq1mNGWasZjVFUG7rEyI/G8YwGtOYVFIzry/18cf/XyXVoweEhyuGmzVrRv/+/QHo2rWrUX0FIYQQedODBw/o2rUrAP369aNZs2aK8fj4eLZs2QJArVq1jLoZZ2RkEBgYiE6nw9HRERcXqcMpXh/m5ubPrC+lVqtp1aoV1tbW3LlzhwMHDijGLSws8Pf3x97enj///JMpU6aYLPb/KkeSUqVLl6Zfv34vnFTq0aMHI0eO5KeffsLZ2ZmFCxc+/yAhhMhFZ86cYdSoUQDMmjWLMmXKKCfs3QuTJ+tfL1wITyXjL3KRgeg78E1gAu/xXq7HLEReokbNMpY9u77UhAnwzjsQHQ2dO8NTT/OmTZtGhQoViIiIoE+fPvLQSggh8jidTkfv3r25c+cOb7zxhmG11GNarZZNmzaRnJxM8eLF+eijj4yOv337ttSREq+159WXcnR0pGnTpgAcPXqUoKAgxbiXlxe//fYboF85dfr0aRNE/d/l6H6Sp/cLP8utW7eIiYmhQoUKADRt2pQ5c+bkZDhCCPFCkpKS6NixIxqNhtatW9OtWzflhKgo6NJF/7pPH2jdWnk8SbSjHSmk8Amf8BVfmSZwIfKYp+tLLWaxcoKlJaxaBXZ2cOAAPPU0z9bWlpUrV2JhYcGmTZsMW/qEEELkTYsXL2bTpk1YWFiwcuVKbG1tFeNHjx4lODgYCwsLWrdujZmZmWL8wYMHhjo5pUuXxvypVehCvC6eV1+qYsWKvPPOOwBs3LjRKHHVpUsX2rZti0ajwdfXl6SkJJPF/m+9tCInJ06coFq1aobPy5Qpw/Xr15/ZbSc1NZX4+HjFhxBC5JShQ4dy/fp1XF1dmT9/vvIJnU4HPXtCRASULw+//GJ0/EAGcoUrFKe41JESr733eZ/xjAf0/zYuc1k5oVw5mDVL//r77+HkScVwlSpVGD9ef/zgwYO5ceNGrscshBDixd24ccPQin7cuHGGN8yPhYeHc/DgQQA+/fRTijzVrTg5OdlQR6pEiRJSR0q81p6uL/X438aTGjVqhJOTE4mJiQQEBChWlKtUKubOnYurqyvXr19n6NChpgz/X8n2O6Zt27YxfPhwo4/Dhw//q28cERFh9APJwcGBBw8eZHnMxIkTcXR0NHy4ubn9q+8thBBPCwgIMCSili9fTuHChZUT5s2DLVv0KzxWrtSv8HiCH34sYQlq1KxkJc44mzB6IfKmr/mahjQkmWTa055kkpUTunWD9u312/d8fOCph03Dhg2jXr16PHz4EF9fX9LT000XvBBCiOdKT0/H19eXhw8fUq9ePb76SrlKPDU1lQ0bNqDVannzzTepUqWKYlyr1RIYGIhWq8XBwYFixYqZMHoh8iZzc3M8PT0B/SrCp3MklpaWhhWH169fNzQPeKxw4cIsX74clUrF/PnzCXiqsUxek+2kVJMmTZg0aZLRh1Gb9GxKS0szqhGh1WqxtrbO8pgRI0YQFxdn+MgsayiEEC/q7t279OrVC9C/Ca5fv75ywuXLMGSI/vWkSVC1qmL4OtfpRz8ARjOautTN7ZCFeCWoUbOCFbjgwkUuMpSnntapVDB3rr42W1AQDBigPF6tZtmyZRQsWJBTp07x008/mTB6IYQQz/PTTz9x6tQpChYsyLJly4zKuezYsYOYmBgcHR1p3LixUZ2o0NBQUlJSDG/CpY6UEHoODg6G7pW3b98mJSVFMV6sWDFDbbY9e/YQGRmpGK9fvz7DHjWW6dWrF3fv3jVB1P/OS9tb4uLiYtg3/FhycrLx6oQnWFlZUaBAAcWHEEL8Fzqdju7duxMVFUWVKlUYN26cckJKCnTsqP+zUSMYPFgxnEoqHehAEknUoQ6jGGXC6IXI+1xwYQUrAJjLXNazXjnhcRdLtRpWrNDXmnqCm5sb8+fPB2DChAkcOXLEFGELIYR4jiNHjjBhwgQA5s2bZ7SL5eLFi5w/fx6VSkXLli2xsbFRjD/ZYczT09O427EQr7nixYtjb2+PVqslKCgIrVarGK9ZsyZlypRBo9GwceNGNBqNYnzcuHFUqVKFqKgounXrZnR8XvHSklI1atTg7Nmzhs+vX79utJxTCCFy2++//87OnTuxtrbG398fKysr5YQRI+D8eXB2hqVL9W+cnxxmBGc5S2EK448/ZigLdwohoCENGc5wAHrRi2CClRM++AAedb2kf38ICVEMt23blq5du6LVaunUqRNxcXEmiFoIIURW4uPj6dy5M1qtli5dutCuXTvFeGxsLNu2bQPA29ubUk91K05NTSXk0c/6YsWKyWIDITKhUqnw9PTEzMyMhw8fEh4ebjTevHlzbG1tuXfvHnv37lWMW1lZsXLlSqytrdm1a5ehM19ek6NJqfT0dMWWPK1Wi4+PD2fOnDGaW6lSJWxtbbl58yYAW7ZsoXfv3jkZjhBCPNPly5f5+uuvAZgyZQoVK1ZUTti1C6ZP179euhSeqnPwB3/wK78CsIQluOKayxEL8er6iZ+oRS3iiMMHH9J5qj7U999DrVoQFwedOunrTD1h5syZeHp6EhISwsCBA00YuRBCiKcNHDiQ4OBgPDw8mPW4acUjWq2WTZs2kZqaSsmSJalTp45iXKfTERQUREZGBnZ2dpQoUcKUoQvxSrG0tMTDwwOAyMhIYmNjFeP29vY0b94cgJMnTxryK49VqFCBadOmAfDNN99w6dKlXI/5ReVIUurWrVtMmjSJO3fuMGzYMEMSKi0tjZMnTxIWFpbpcX5+fkyYMIEff/yR6OhoOnXqlBPhCCHEc6WmptKxY0dSUlL45JNPGPBULRvu39cXYQZ9nZvPPlMMRxBBN/TjAxlIM5rlftBCvMIssGAVq3DEkROcYAxjlBPMzfXb+Bwc4MgRmDhRMVygQAH8/PxQq9WsWLGCNWvWmC54IYQQBmvXrmX58uWo1Wr8/PyMVjkdOXKE27dvY2lpSatWrYzqTN25c4ekpCTUarXUkRIiGwoWLEjRokUBCA4OJi0tTTFerlw53n33XUDfvCkpKUkx/vnnn/Ppp58a3v+kpqaaJvBsUumerjb+ComPj8fR0ZG4uDhZ8imEeCHffPMNU6dOxcnJiX/++UfZ7UWngxYt9N323nwTTp2CJ+ogaNHyMR+zj31UpjInOYk1WTdpEEL83zrW0Y52qFCxj33Uo55ywooV0KULmJnB0aNQs6ZiePTo0YwdO5aCBQty4cKFXO/Emx/vNfLjNQkhTCMsLIxKlSoRGxvLqFGjGDt2rGI8PDycRYsWodPpaNmyJZUrV1aMJyQkcP36dUBfR+pZ9YSFEP+n1Wq5evUqycnJODg4ULZsWUVCNz09nQULFnD//n3KlStHhw4dFON3796lUqVKREVF8dVXXzF16tRcjzm79xsvraaUEEK8LAcOHDAsY124cKFx++H58/UJKUtLWLlSkZACmMIU9rEPW2xZzWpJSAnxAtrSlp70RIeOznTmAco2x3TqBD4++u17HTtCQoJi+Pvvv6dGjRrExsYa6kwJIYTIfVqtlq5duxIbG8u7777L6NGjFeNpaWls2LABnU7HW2+9RaVKlRTjGo2GoKAgAIoUKSIJKSFegFqtpnTp0qjVahISErh3755i3MLCgtatW2NmZsb169c5ffq0YrxYsWIsWrQIgJ9//pn9+/ebLPbnkaSUEOK1EhMTQ5cuXdDpdPTu3duwB9vg6lUYMkT/etIkeOoJ31/8xfd8D8BMZlKBCqYIW4h8ZQYzeIM3CCfckKAyUKlg9mwoVQoCA406XlpYWODn54etrS0HDhzgl19+MXH0Qgjxevr111/Zv38/tra2+Pn5GXXL27FjBzExMTg6OtK4cWPFKg2dTkdwcDDp6elYWVnl+ipXIfIja2trw7+d8PBwo216Li4ufPTRRwDs3r3b0N3ysWbNmtGnTx90Oh1dunQhJibGNIE/hySlniE9PZ0LFy687DCEEDlEp9PRv39/wsLCKFu2LL/++qtyQloa+PpCcjI0bGj0ZjiBBHzwQYOGtrSlBz1MGL0Q+YcddqxiFRZYEEAAc5mrnFCwoH4bn1oNS5bA+vWK4bJlyzL9UROCkSNHcu7cOZPELbLv4sWLea5mhRDi3zt//jwjR44EYPr06ZQrV04xfvnyZcPP4pYtW2JtrVxFHhUVRVxcHCqVitKlS2NmJt2Khfg3ihQpQqFChQAMDQOeVLNmTby8vNBoNGzYsMFo/JdffqFs2bKEh4fTr18/8kI1J0lKZeHevXvUrl2bOnXqEBoa+rLDEULkAH9/f9asWYOZmRl+fn7Y2dkpJ4weDX//DUWK6LvtPVWYcyADCSQQd9yZxzxUSGFOIf6tqlRlEpMAGMpQLnJROcHbG4YP17/u0weeaprSq1cvmjdvTnp6Or6+viQnJ5sibJEN8+bNo1q1aowaNeplhyKEyAHJycn4+vqSlpZG8+bN6dWrl2I8Pj6erVu3AlC7dm1KlSpldPzj91Ourq7Y2tqaJnAh8iGVSoW7uzuWlpakpqZy+/Zto/HmzZtjY2PD3bt3jbbp2dnZ4e/vj5mZGWvXrsXPz8+U4WdKklJZeLzHWWpWCJE/BAcH88UXXwAwZswYatSooZxw8CBMmaJ/vXAhPNWeeBWrWMYy1Kjxw49CFDJB1ELkb1/yJY1oRAop+OBDMk8llsaMgerVISZG3w3zid/FKpWKBQsWUKxYMVJSUrLs9CtMr3jx4qSlpeW5mhVCiH9nxIgRXLp0CRcXFxYsWGC0LW/z5s2kpKRQokQJ6tatqzhWq9USFBSETqejQIEChg5iQoh/z9zcHE9PTwCio6N58EBZn9PBwYFmzfSdwY8dO0ZwcLBi/N1332XMmDEAXLt2LdfjfR5JSmVBalYIkX9kZGTQpUsX4uPjef/99xn+ePXFYzEx0Lmzvuter176zntPCCaYfvQDYBSj8MbbRJELkb+pUbOMZRSlKBe5yHCe+rdpYQH+/mBrC/v2wVNbbp2dnfnjjz84d+4cZcuWNWHk4lnyas0KIcSL2717NzNmzABgyZIlODs7K8aPHz9OUFAQFhYWtGrVymhbXnh4OMnJyZibm+Ph4aFIaAkh/j17e3uKFy8OwO3bt422zJcvX56qVasCsGnTJqMV5SNGjODIkSOMGzfONAE/gySlnuHpmhXnz59/uQEJIf6VKVOmcPjwYRwcHFixYgXm5ub/H9TpoH9//dagMmWM3vRq0NCJTsQTz3u8ZyhyLoTIGS64sJSlgL55wA52KCeUK/f/f5cjR8JTv4urVq2Kg4ODCSIVLyIv1qwQQryYqKgounXrBsAXX3zBp59+qhh/cmtQo0aNKFKkiGI8Li6OyMhIADw8PIwKowsh/pvixYtjZ2enWJH4pE8++YTChQsTHx/P9u3bFeNmZmZ88MEHpg45U5KUeg6pWSHEq+306dOGlsWzZs2idOnSygn+/rBmDZiZ6V/b2yuGxzOeoxzFAQf88cccc4QQOetTPmUgAwHoRjfuoWxzTO/e0Ly5vhlBx476ZgQiT3u6ZoW/v//LDkkI8QJ0Oh19+vQhIiKCChUqMOVxiYNH0tPT2bhxIxkZGbzxxhu88847RuOPtww5Ozvj6OhoqtCFeG2oVCo8PT1Rq9UkJSURERGhGLe0tKRVq1aoVCouXbqUZ5u4SVLqOZ6sWXHp0iXjbT9CiDwrKSkJX19fNBoNbdq0oUuXLsoJwcHwqM4UP/wAT9WZOsYxfuInAOYyF088TRC1EK+nKUzhLd4ikkh60AMdTzztU6lgwQIoVgwuX4Zvv315gYpse7JmxRdffGFU00IIkXctXryYTZs2KUqaPGnv3r3cv38fOzs7mjZtalRnKjg4GI1Gg7W1NSVLljR1+EK8NqysrHB3dwcgIiKCxMRExbirq6uh1tsff/yRJ7fUS1IqG5ydnVmyZAkAM2fOZNeuXS85IiFEdnz11Vdcv34dV1dX5s2bp6xjkJGhryMVHw/vvw8jRiiOjSceX3zRoqUTnehIRxNHL8TrxRprVrEKK6z4gz/4nd+VE5yd4dHvYmbNgp07TR+keGEjRozggw8+ID4+ns6dOxu1phZC5D03b95k8ODBAIwbN85oFdTNmzf566+/AGjevLlRN+P79+8THx+PSqWidOnSqNXyllOI3FSkSBFDo7agoCCj37W1a9fGzc2NtLQ0Nm3alOeauMlPiGz65JNPGDjw0daCbt2Iiop6yREJIZ5l69atzJ07F4Bly5YZflAbTJoER46AgwP4+YG5clveQAYSTDAeePAbv5kqbCFea2/xFlOZCsBXfMUlLiknfPIJPPpdTPfucP++iSMUL8rMzIwVK1bg4ODAkSNHmDx58ssOSQjxDOnp6XTq1ImkpCTq1q3LsGHDFOMPHz4kICAA0K+GfLrJRHJysqEbasmSJbGxsTFN4EK85tzd3bG0tCQtLY3bt28rxtRqNS1btsTS0pLQ0FCOHDnykqLMnCSlXsDkyZOpWLEid+/epXfv3lK0U4g86t69e/Ts2ROAoUOH0qBBA+WEU6f0reYBfvsNPJXb8lazmuUsR40aP/xwROogCGEqAxjAZ3xGKqn44EMKKcoJkydDxYpw9y706aNvViDyNE9PT377TZ/c/+GHHzh9+vRLjkgIkZVx48Zx8uRJHB0dWbZsmaKbnk6nY+vWrSQmJuLk5ETDhg0Vxz5ZbLlAgQJGnfqEELnHzMwMz0fvaaKjo4mOjlaMFypUiM8++wyAQ4cOER4ebvIYsyJJqRdgY2ODv78/FhYWbN68mUWLFr3skIQQT9HpdPTo0YP79+9TuXJlJkyYoJyQlASdOoFGA23b6rfwPeE2t+lHPwBGMYoPyBtdKYR4XahQsZjFFKUo//APIxmpnGBjo29KYGEBmzfDK/67ODAwkLlz51KqVKkXOq5z586ULFnS8NGqVatcijBndO7cmXbt2qHRaOjYsSNJSUkvOyQhxFOOHTtmaA8/d+5cQ52ax86ePcvVq1dRq9W0atXKqJteeHg4ycnJmJub4+HhoSybIITIdfb29hQvXhyA27dvk5qaqhivXLkyb775Jlqtlk2bNpGWlvYywjQiSaln0ekgJETxpSpVqhje5A4ePJjr16+/jMiEEFmYPXs2f/zxB1ZWVvj7+2NlZaWcMGwYXL8Orq4wd66+gPIjGWTQhS7EEUdNavI935s4eiEEgAsuLEFfP+pXfmU3u5UTqlSB8eP1rwcPhhs3TBtgDipdujT9+vV74dXX7733HmFhYYaPjRs35lKE/05cXJyiZoVKpWLu3LmULFmSGzduMGTIkJcYnRDiaQkJCXTq1AmtVkunTp3o0KGDYvzBgwfsfFTLr379+oY3vo/Fx8cTGRkJQKlSpYwSVkII0yhevDh2dnZkZGQQHBysuL9QqVQ0btwYBwcHHjx4wO7du59xJtORpFRWHjyAxo2hVi2jmhVDhw6lfv36PHz4kE6dOpGenv6SghRCPOny5ct89dVXgH677VtvvaWcsHUrzJunf71sGTxVZ2oqUznEIeyxxx9/zFHWmRJCmM5nfMbnfA5AN7oRxVO1HIcNg3r14OFD/erHV/x38YsWAjY3z/7Pp9TUVOLj4xUfuenixYvMnj3bqGZFoUKFWL58uaGz8ebNm3M1DiFE9g0cOJCgoCBKlSpl2G77WEZGBps2bSI9PR0PDw/ee+89xbhGozF013R2dqZgwYImiloI8TSVSoWnpydqtZrExETu3r2rGLexsaFly5YAnDlzhmvXrr2MMBUkKZUVW1v9KqlMalao1WqWLVtGoUKFOHXqFD/++ONLDFQIAfo3Xb6+vqSkpPDxxx8bGhMY3LsHj+pMMXQoPFVn6gxnDCujZjELL7xMEbYQ4hmmMpXylCeCCPrQBx1PrCZSq/XJ5YIFISjolV4t9W8kJSUxdOhQ+vXrR+vWrQ0rFDIzceJEHB0dDR9ubm65GltGRgZpaWmZ1qyoV6+e4eFBr169iIiIyNVYhBDPt3btWpYtW4ZarWbFihU4OipraR4+fJjw8HCsrKxo0aKFIomu0+kICQkhPT0da2trSpYsaerwhRBPsbKyMvyuv3PnjtGWeU9PT0Ny+datWyaP72kq3StcrTs+Ph5HR0fi4uIoUKBAzn+Dc+egRg3909cFC6BXL8XwunXraNeuHWq1moMHD+Lt7Z3zMQghsuXrr79m2rRpODk5ceHCBeWycp0OmjSBP/6ASpX0hc6f2NaXRBLv8A7XuU4b2rCWtaiQOghC5AVnOUtNapJOOgtZSE96KiccPAgVKoCLS658/5y419i2bVumnW4aN25suHfw8PAwrDTIjs6dO7NgwQKsra3Ztm0bGzduZPHixZnOTU1NVdSViI+Px83NLdfun3Q6HRs2bODSpUsUKVKEPn36YGlpqYinVq1anDt3jo8//pgdO3ZIy3ghXpLQ0FAqV65MbGwso0aNYuzYsUbjS5YsQafT0bp1a6NV6FFRUYSEhKBSqShfvjy2tramDF8IkQWdTkdgYCCxsbFYWVlRoUIFReMCjUbDzZs3KV++fK7FkN17KElKPc/UqfDNN/qVU+fOwVNtT7t168ayZcsoVaoU586dk+WqQrwEe/fuNXSACQgIoFmzZsoJc+bA55/rE1GnT8NTN1T96c9c5uKKKxe4QGGU2/qEEC/XFKbwLd9iiy3nOEdZyj7/oBxiknsNXjwp9SStVku5cuW4efNmtuab4pqSk5OZM2cOCQkJVKtWjSZNmijGr1y5wjvvvENKSgrTp09n8ODBuRKHECJrGRkZNGjQgEOHDlGjRg2OHDmiqAWVmprKvHnziImJoVKlSkYNFVJSUrhy5QparRZXV1eKFStm6ksQQjyDRqPh8uXLpKen4+Tk9MJNVf6r7N5vyGOp53lOzYpZs2ZRunRpQkJC+OKLL15SkEK8vh48eEDXrl0B6Nevn3FC6upV/b9j0LeSfyohtZWtzGUuAMtYJgkpIfKgYQyjLnV5yEN88SWdV7t+VE6Iivp/jS21Wv3ChdJz2/NqVlSoUIGff/4ZgG+++YYLFy6YPEYhXnfTpk3j0KFD2NnZGTqMP2nnzp3ExMTg6OhoaCX/mE6nIzg4GK1Wi729PS65tFpVCPHvPe6ECfr7htjY2JcaT1YkKfU8T9as+OsveNQm9TEHBwf8/f0xMzNj5cqV+Pn5vZw4hXgN6XQ6+vTpw507d3jjjTcMb3AM0tLA1xeSk6FhQ3iqztQ97hm2Ag1lKA1Q1pkSQuQNZpixnOUUpCCnOMVYxj7/oHzs8uXL1KhRw/C5TqfDxsbmJUaUuSdrVmzZsoXExETFeP/+/WnSpAlpaWl07NiR5OTklxGmEK+lM2fOMGrUKED/kL1MmTKK8cuXL3Pu3DkAWrZsibW1tWI8IiKCpKQkzMzM8PT0RKWSsgdC5EUFChQwJI0f13/LayQplR1ubvrW8aBPSh0/rhiuVasWP/zwAwCff/45gYGBpo5QiNfSkiVL2LhxIxYWFqxcudK4jsEPP8Dff+u77C1dqk8yP6JDRw96cJ/7VKYyE5hg2uCFEC/EDTfDqsbxjOcoR19yRDkrPT1dsdpJq9Xi4+PDmTNnjOY6OztTvXp1w+cHDhww2h6XV9SvXx8XFxcePnzIli1bjFpTL1q0CBcXFy5dusQ333zzEiMV4vWRlJSEr68vGo2GNm3a0K1bN8V4fHw827ZtA6B27dpGW34SExMNTQrc3d0VNeOEEHlPiRIlsLGxMXTKzGurqyUplV3t2+u372m1+j8TEhTDI0aM4IMPPiAhIYFOnTqh0WheUqBCvB6uX7/OoEGDABg3bhzvvPOOcsKhQ/rteqBvVFCihGJ4NrP5gz+wwgp//LHCCiFE3tae9nSmM1q0dKYz8cS/7JD+s1u3bjFp0iTu3LnDsGHDDEmotLQ0Tp48SVhYmNExzs7O9O3bl5kzZzJ79mx27tzJ6NGjTR16tpibm9OqVSvMzMy4ceMGp0+fVowXLVqUpUuXAvDbb7+xffv2lxClEK+XoUOHcu3aNVxdXZk3b55ilZNOpyMgIIDk5GSKFy9O3bp1FcdmZGQQFBQEQOHChSlcWMoeCJHXqdVqw4rG+Ph47t+//7JDUpBC5y8iLg7efhtCQqBbN1iyRDEcHBzM22+/TXx8PD/88ANjxozJ/ZiEeA2lpaXx/vvvc+bMGerVq8eePXsU3SSIjYXKlSE0FHr0gEWLFMdf4Qrv8A4ppDCd6QxGCuwK8aqII463eZsQQuhGN5aw5PkH/Qcmv9cwgZdxTSdPnmTnzp2Ym5vTp08fnJ2dFeNffvklM2bMwNnZmX/++Ufq0wiRSzZu3Ejr1q1RqVTs3buX+vXrK8aPHz/O7t27MTc3p2/fvjg5OSnGg4ODefDgAZaWllSsWFF5/yWEyNMiIyMJDQ1FpVJRoUKFXN/6L4XOc4OjI6xYod8CtHQprF+vGPbw8GDOnDkAjB07lqNH89fWAiHyiu+//54zZ85QuHBhVqxYYXxD9Pnn+oSUlxfMmKEYSiMNX3xJIYWGNGQgyjpTQoi8zRFHVrACNWqWspT1rH/+QeKlq1GjBl5eXmg0GjZu3EhGRoZifNKkSVSqVIn79+/TvXv3PLe1QIj8ICwsjF69egH6BgNPJ6Tu3bvHvn37AGjUqJFRQiomJoYHDx4A+vc9kpAS4tXi7OxMgQIF0Ol0BAUFodVqX3ZIgCSlniuGGOUXvL1hxAj96z594Kll9R07dqRTp05otVp8fX2Ji4szUaRCvB727dvH1KlTAVi4cCGurq7KCStXwqpVYGYG/v5gb68YHs1oznKWIhRhKUtRy49BIV453ngznOEA9KEP4YS/5IjE0zQajVH9qObNm2Nra8vdu3fZv3+/Yr61tTUrV67EysqKHTt2MGvWLFOHLES+lpGRQZcuXYiJiaF69er89NNPivEnE8blypWjWrVqivG0tDRCQkIAKFasGA4ODiaLXQiRM1QqlSGhnJyczJ07d152SIAkpbKUQALd6EY1qhnXrPjhB3j3XYiJga5d9XWmnvD777/j6elJSEgI/fr1k6d9QuSQqKgounTpgk6no2/fvoZ24wYhIdC/v/716NFQs6Zi+BCHmMIUAOYznxIo60wJIV4dYxhDdaoTQwxd6YqWvPG0T0BcXByXLl0yqlnh4OBA06ZNATh27JihLs1jb731FtOmTQPg66+/5vz586YJWIjXwNSpUzlw4AB2dnasXLnSqDj53r17iYyMxM7OjmbNmhnVmQoODiYjIwNbW1uKFy9u6vCFEDnEwsLC0Lzg3r17JDxVK/tlkKRUFnToOMQhgggyrjdjYQF+fmBrC/v3wy+/KIYLFCjAypUrMTMzY/Xq1SxbtsyEkQuRP+l0Onr16sWdO3coX748vzz1746MDH0Tgvh4eO89GDlSMRxLLF3oYui614pWJoxeCJHTLLDADz9sseUEJ7jM5ZcdkngkNTUVjUZDWFgYycnJirHy5csbGlNs3rzZaPyLL76gSZMmpKWl0aFDBx4+fGiyuIXIr06dOsX3338PwKxZsyhbtqxi/ObNm5w8eRKA5s2bY2dnpxiPjIwkISEBlUqFp6cnarW8hRTiVVaoUCGKFCkC6B/6v2zyEyULBSjw7JoV5crB9On61yNHwrlziuFatWrx448/AjBgwACuX7+e+0ELkY/Nnz+fgIAALC0tWblyJba2tsoJkybBkSPg4KBPGpubK4YHMIDb3MYLL2agrDMlhHg1vcEb+OPPWc7yFm+97HDEI8+rWdGoUSMKFy5MfHw827dvN9rmt3jxYooXL87Vq1cZMmSIqcMXIl9JSEigY8eOaDQa2rVrR7du3RTjSUlJBAQEAPDuu+8aJaySk5MJD9dvkXZzc8Pa2tokcQshcpebmxvu7u54eHi87FAkKfUstanNCPT1ozKtWdGrFzRvDunp0LEjPPU0b/jw4dStW5ekpCQ6duxIWlqaqUIXIl+5dOkSX375JQATJ06katWqygl//aXfVgvw++9QurRieBWr8McfM8zwww97lHWmhBCvrha0oCxlnz9RmMzzalZYWlrSqlUr1Go1ly5dMtqm5+zszPLly1GpVMyfP5+NGzeaMnwh8pUBAwZw8+ZN3NzcmDt3rtG2vK1bt5KYmIizszMNGzZUHKvVagkKCkKn0+Ho6GhU+FwI8eoyMzPD2dlZ8TPhZZGk1HP8wA9Z16xQqWDhQihWDK5cga+/VhxrZmbGihUrKFy4MGfOnGHUqFEmjl6IV19ycjIdOnQgJSWFRo0aGZJTBomJ+qRwRgZ06KDfwveE29ymP/o6U6MYRS1qmShyIYR4fT2vZoWrqyt16tQBYMeOHURHRyvGP/roI75+dF/Vq1cvQkNDTRC1EPmLn58fy5cvR61W4+/vT6FChRTjZ86c4dq1a5iZmdGqVSssLCwU4+Hh4SQnJ2Nubk6pUqXyxJtXIUT+I0mp53iyZsU+9hlv+3Fygsc1o2bPhq1bFcMlS5Zk0aJFgL7A4J49e0wRthD5xrBhw7h48SIuLi4sW7bMuI7B4MFw6xa4u8OcOfpk8SMZZNCFLsQRR01qMgpJDAshhKk8WbMiKCgIjUajGK9duzbu7u6kpaUZun49aezYsVSvXp2YmBg6d+5sNC6EyNrNmzfp/6j5y+jRo/H29laMR0VFsWvXLgAaNGhAsWLFFOPx8fFERkYCUKpUKaOElRBC5BRJSmXDG7zBL+iLKg9nOP/wj3LCxx/D45oHPXrA3buK4RYtWtCvXz8AunTpYvgBL4R4tk2bNjFnzhwAli9fjouLi3LC+vWweLE+EbV8ORQsqBiexjQOcQg77PDDD3OUdaaEEELkLjc3N6ysrEhPTzda7aRWq2nVqhVWVlaEh4fz559/KsYtLS1ZtWoV9vb2HDp0iAkTJpgydCFeWWlpafj4+JCYmMiHH35otFsjIyODDRs2oNFoKF26NLVqKVeRazQagoODAXBycqLgU/dXQgiRkyQplU196ENTmpJGGh3pSAopygkTJ0LlyhAVBd26wVNFPX/55RfefPNN7t69S9euXY2KfgohlEJDQ+nZsyegbw3+8ccfKyeEhUGfPvrXw4fDo20gj/3N33yPvtPMTGZShjK5HrMQQgglMzMzPD09AYiOjjbapufo6EiTJk0AOHz4MCEhIYrxMmXKMHv2bADGjBnD4cOHTRC1EK+2UaNGcfr0aQoVKoSfnx9mZmaK8f3793P37l1sbGxo0aKFUZ2pkJAQ0tPTsbKyws3NzdThCyFeM5KUyiYVKhaykKIU5SIXDQXQDaysYNUqsLaGXbtg5kzFsI2NDWvWrMHGxoadO3cat7MXQhhoNBp8fX2JiYnh3XffZdy4ccoJGRnQuTPExED16jBmjGL4IQ/pSEfSSacVrehOd9MFL4QQQsHOzo7ixYsDEBISQmpqqmL8rbfe4u2330an07Fp0yZSUpQP/jp37kyXLl3QarV07NjRKLElhPi/Xbt2MXXqVAAWL15slFQKDAzk2LFjADRt2hQHBwfF+IMHD4iNjQXA09PTuGyCEELkMPkp8wKKUpQlLAFgOtPZzW7lhIoV4eef9a+//Rae6ibz5ptvMmOGvibViBEjOHnyZK7HLMSraPz48Rw+fBgHBwdWrVqFpaWlcsKUKXDwINjZwcqV8NT413zNNa5RghLMZz4qpDCnEEK8TMWLF8fOzg6tVktwcDA6nU4x/umnn1KoUCHi4uLYvn270fjvv/9O2bJlCQsLo3v37kbjQgh9U4EuXboA8Pnnn9OiRQvF+MOHD9m0aRMA1apVo0KFCorx1NRUwzZbV1dX7Ozscj9oIcRrT5JSL+gzPuNzPgegG92IIko5oX9/aNIE0tL0HcGSkxXDvXr1om3btmg0Gjp06GB4EiGE0Dt48CA//fQTALNnz8bLy0s54a+/YPRo/evffoOyylbw29nObPRbPZaylCIUyfWYhRBCPJtKpTKsukhMTOTuU/U3raysaNWqFSqViosXL3LhwgXFuL29PWvWrMHS0pItW7bw22+/mTJ8IfI8rVZLp06diIyM5K233mLatGmKcZ1Ox5YtW0hMTMTJyYlGjRoZjQcFBaHVarG3tzeu4ymEELlEklL/wlSmUp7yRBBBb3qj44mndSqVvvBysWJw+TIMG6Y4VqVSMX/+fDw8PAgODqZPnz7ytE+IR+7fv0/Hjh3RarV0796dTp06KSckJOiTvRoNtGsHXbsqhu9xjx70AGAIQ2hIQ1OFLoQQ4jmerE9z584dkpKSFOMlS5akzqP6gH/88YfRNr2qVasatiV99dVXnD171gRRC/FqmDRpEnv37sXW1tZQMuRJZ86c4dq1a5iZmdG6dWujbnoREREkJSUZ6sA9WWdKCCFykySl/gVbbFnJSiywYDObWcQi5QRnZ1i2TP96zhzYvFkxXLBgQVatWoW5uTnr1q1j4cKFpglciDxMq9XSpUsXIiIiqFChArNmzTKeNGgQ3LoF7u4wd64+CfyIDh096EEkkVSiEhOQLk1CCJHXFClShEKFCgEQFBRERkaGYtzb25tSpUqRlpbGhg0bjMYHDhxI06ZNSUtLo3379iQkJJgsdiHyqsOHD/P99/rmLr/99hsVK1ZUjN+/f59du3YB0KBBA4oVK6YYT0xMJCIiAgB3d3fjsglCCJGLJCn1L1WlKuMZD8BgBnODG8oJH38MX32lf92zp75T2BNq1arF+PH64wcNGsQ///yT6zELkZdNmzaNnTt3Ym1tzZo1a4zrGKxZA0uXgloNfn7w6E3NY7OZzR/8gRVWrGQl1libLnghhBDZolKpcHd3x8LCgtTUVMKeuj9Sq9W0bNkSa2tr7ty5w4EDB4yOX7JkCa6urty4cYP+/fvLinPxWnvw4IFhlXmnTp3o1q2bYlyj0bBhwwY0Gg1eXl7UqlVLMZ6RkUFQUBAAhQsXpnDhwqYKXQghAElK/SfDGEY96vGQh/jiSzrpygnjx0O1ahAdre8U9tTTvq+++opPPvmElJQU2rZtS2JiogmjFyLvOH78ON999x0AM2fOpFKlSsoJQUHQp4/+9ahR4O2tGL7MZb5CnwSewhTe4q1cj1kIIcS/Y25ujoeHBwBRUVFG9TUdHR1p1qwZAEePHiUwMFAxXqRIEVatWoWZmRn+/v4sXrzYFGELkefodDq6detGWFgY5cqVY/bs2Ubb7vbu3cu9e/ewtbWlRYsWRuO3b98mLS0NS0tL3N3dTRm+EEIAkpT6T9SoWcYyClKQU5xiDGOUEywtYdUqfYewgwdh8mTl8Wo1y5cvp0SJEly7dk2e9onXUkxMDB06dDAU/+/Vq5dyQnq6vo5UfDy89x48Wp7+WCqpdKQjKaTwCZ8wkIEmjF4IIcS/UaBAAUMh5eDgYNLS0hTjFSpU4J133gFg06ZNRvWnvL29GTt2LAADBgyQFefitTR9+nS2bduGlZUVa9aswcHBQTF+/fp1Q7fv5s2bY29vrxiPjo421G7z9PTEzMzMNIELIcQTJCn1H7nhxnzmAzCRifzJn8oJZcvqO4SBvmPYiROKYWdnZ1avXo1arcbPz48lS5aYImwh8gSdTkf37t25ffs2Xl5ezJs3z7iw5pgx+n83jo6wciWYmyuGv+M7znMeJ5xYwhJUSGFOIYR4FZQoUQIbGxsyMjIIDg42ejD3ySef4OTkRGJiIlu2bDEa//bbb2nUqBEpKSm0a9dOVpyL18pff/3Ft99+C8Cvv/5KlSpVFOMJCQlsflTXtmbNmpQrV04xnpaWxu3btwEoXry4UcJKCCFMRZJSOaAtbelOd3To6EQnYohRTujaFTp00G/f69gR4uIUw97e3owbNw6AL774Qp72idfGr7/+SkBAAJaWlqxZs4YCBQooJ+zfDxMn6l8vWACPtns8tpe9/MzPACxmMcVQFu4UQgiRd6nVakOXr4SEBCIjIxXjFhYWtG7dGjMzM65fv86pU6eMjl+xYgUlSpTg6tWrsuJcvDaio6Np27Yt6enptGnThn79+inGtVotGzduJDk5mWLFivHRRx8pxnU6naHRgJ2dHcWLFzdl+EIIoSBJqRwygxl44UUoofSjHzqeuClSqfSdwjw89LVx+vYFedonXnPHjh1TPOGrVq2acsL9+9Cpk/7fSu/e0LatYjiKKLrQBYD+9KcpTU0StxBCiJxjY2ODm5sbAOHh4Tx8+FAxXqxYMRo2bAjA7t27uXv3rmJcVpyL183jbsW3b9+mTJkyLFy40GiV+dGjRwkODsbCwoI2bdpg/tQq87t375KYmKhIDAshxMsiSakc4oADK1mJOeasZS3LWa6c4Oiory9lbq7vIrZokWJYnvaJ18n9+/dp166doY5U//79lRN0OujeHSIioEIFmD5dOYyOnvQkggjKU55pTDNd8EIIIXKUk5MTjo6OhtUbWq1WMV6jRg3KlStHRkYG69evN6o/JSvOxetk6tSpbN++HSsrK9atW4ejo6NiPDQ01NC18rPPPqNIkSKK8aSkJO7cuQOAm5sbVlZWpglcCCGykCNJqcDAQObOnUupUqVe6LjOnTtTsmRJw0erVq1yIpyXpgY1+JEfARjAAG5yUzmhVi19Rz6AQYPg0iXF8OOnfWZmZvj5+bFgwQJThC2ESWm1Wjp37kx4eDjlypVj/vz5xk/oZs2C7dvBykqfzLW1VQzPYx5b2IIllqxiFbYox4UQQrw6VCoVHh4emJubk5KSQlhYmNF48+bNcXBw4MGDB/zxxx9G5/j2228NHY3btGlDfHy8qcIXwmT+/PNPQ7fiWbNmGdWRSklJYePGjeh0Ot566y3efvttxXhGRgZBQUEAFCpUyChhJYQQL0OOJKVKly5Nv379Xnhlz3vvvUdYWJjhY+PGjTkRzkv1Ld/yIR+SSCK++JJOunLCV1/Bxx9DcjK0b6//8wne3t5MmDABgIEDB3LmzBlThS6ESUyYMIFdu3ZhbW3N+vXrjTrFcOYMfP21/vW0afDUDdVlLjOEIQBMYhJVqGKCqIUQQuQmc3NzPD09Af1q2tjYWMW4ra0trVu3RqVScf78ec6fP68Yf7zi3M3NjevXr9OzZ09ZcS7ylXv37tGhQwcyMjLo1KmTUbdinU7H1q1biY2NpWDBgjRu3NjooV9oaCipqalYWlri7u4u2/aEEHlCjm7fU6tf7HRP729+ntTUVOLj4xUfeY0ZZqxgBQUpyF/8xQ/8oJygVsPy5eDiol8pNWSI0Tm+/vprmjdvTlpaGm3atDG0ahXiVbd//35++EH/b2L27NlUqlRJOSE+Xp+sTUuDFi3giy8Uwymk0JGOpJBCIxoxmMEmilwIIURuK1CgAEWLFgUgODjYaJteqVKlqFOnDgDbt2/nwYMHinEnJyfWrVuHhYUF69evZ8aMGaYJXIhclpGRga+vLxEREVSoUIE5c+YYJZROnz7N5cuXUavVtGnTBmtra8V4dHS04d/M45WJQgiRF7zUmlJJSUkMHTqUfv360bp1a6OuK0+bOHEijo6Oho/HhTHzGnfcmc98QL+SYz/7lRNcXGDFCv3refNg3TrFsEqlYunSpXh5eREcHEyXLl2M6isI8aoJDw/Hx8cHrVZL9+7d6d69u3KCTgd9+sCtW1CqFCxerG8S8IQRjOA853HGmaUsRS1l8YQQIl9xdXXFxsaGjIwMgoODjVY7eXt7U6pUKdLT01m/fj0ajUYxXrNmTX755RdA/5Dv6NGjJotdiNzyww8/sG/fPmxtbVm/fj329vaK8bt377Jr1y4APvroI1xdXRXjqamp3L59G4DixYsbr1IXQoiXSKXL5trmbdu2ceTIEaOvN27cGG9vb0CfdQ8ODs72N+/cuTMLFizA2tqabdu2sXHjRhYvXpzl/NTUVFJTUw2fx8fH4+bmRlxcnHEr+TygF71YxCJKUILznMcJJ+WEESNg0iQoUADOnoXSpRXD586d47333iMlJYXx48czcuRIE0YvRM5JS0ujbt26HD9+nMqVK3P8+HFsn6oTxYIF+qSUuTkcPqyvwfaEnezkUz4FYBvbaExjU4UvhHiNxcfH4+jomGfvNf6NvH5NKSkpXLlyBa1Wi6urK8WKFVOMx8fHM3fuXJKTk6lRowaffvqpYlyn09GxY0dWr15NiRIlOHv2rGEFlhCvmq1bt9KsWTMA/Pz88PX1VYynpaUxf/58Hjx4QLly5ejQoYNiFZVOp+PatWskJSVhZ2fHG2+8Idv2hBAmkd37jWwnpbLjRZNST9JqtZQrV46bN28+f/Ijef2mKokkqlGNa1yjGc3YzGZUPPFLID0d6tSB48ehenU4ckRf2PkJixcvpmfPnqjVanbv3k2DBg1MfBVC/HcDBw7kt99+w9HRkTNnzuDl5aWccPEivPsupKTA5MnwzTeK4XvcozKViSSSgQxkJjNNGL0Q4nWW1+81/o1X4ZqioqIICQkBoHz58tjZ2SnGr1+/zqpVqwBo164dFSpUUIwnJiZSo0YNrly5QoMGDdi1axdmZmamCV6IHHLz5k2qV69OXFwcAwcOZOZM5f2PTqdj8+bNXLhwgQIFCtC3b1+jh3537twhIiICtVpNxYoVpdueEMJksnu/8VL3vkRFRRleq9XqfFeQ0g47VrEKSyzZwhbmMEc5wcICVq+GwoXh9GmjN+IAPXr0oEePHmi1Wnx8fAgNDTVR9ELkDH9/f3777TdA/4TPKCGVlATt2ukTUp98om8G8AQtWrrQhUgiqUQlJjPZVKELIYR4SYoUKUKhQoUAfZfnjIwMxXi5cuV4//33AQgICCAmJkYxbm9vz4YNG7Czs2Pfvn2MGjXKNIELkUMePnxI69atiYuL4/3332fatGlGc86fP8+FCxdQqVS0bt3aKCGVkJBAREQEoK/JJgkpIURe9NKSUpcvX6ZGjRqGz3U6HTY2Ni8rnFxTlaqGN9HDGMZFLionuLvDsmX61zNnQiYdCH/77TeqVq3K/fv3ad26NSkpKbkdthA54sKFC/Tu3RuA77//niZNmhhPGjAArlyBEiX0TQCeapjwC7+wm93YYMNqVmND/vs5IYQQQkmlUuHu7o6lpSVpaWmGejhPql+/PiVLliQ1NTXT+lIVKlRg0aJFAEyaNIkNGzaYJHYh/iudTkffvn25cOECLi4urFu3DktLS8Wc+/fv88cffwBQr1493N3dFeMajYagoCBAn+QtXLiwaYIXQogXlKNJqfT0dMVqp8ere86cOWM019nZmerVqxs+P3DgQOZvWPOBwQzmUz4lhRQ60IFkkpUTmjSBr7/Wv+7RAwIDFcM2NjZs3LiRwoULc+rUKQYMGJDvVpWJ/Cc2NpbWrVuTnJxMo0aNDF33FJYsgaVL9Ykof39wdlYMn+IUIxgBwAxmUJGKJohcCCFEXmBubo6npyeg7Bz2mJmZGW3atMHGxoY7d+6wZ88eo3O0b9+eoUOHAtCtWzcuX76c+4EL8R/NmTMHPz8/zMzMWLNmDSVKlFCMp6WlsXbtWtLT0yldujS1a9dWjOt0OkJCQkhPT8fKyirPNocSQgjIoaTUrVu3mDRpEnfu3GHYsGGGJFRaWhonT54kLCzM6BhnZ2f69u3LzJkzmT17Njt37mT06NE5EU6eo0LFUpbigguXuMRQhhpPGj8e3nsP4uKgfXt4oqA76Ot1rV69GrVazaJFi5g/f76JohfixWm1Wrp06cLNmzcpVaoU/v7+xrU8LlyAzz/Xvx47FurWVQzHE48PPmjQ0IY29KKXaYIXQgiRZ9jb21O8eHEAbt++bbRa3NHRkRYtWgDw119/ceXKFaNzTJ48mXr16pGYmEjLli2Ji4vL9biF+LeOHTvGl19+CcCUKVOoU6eOYlyn07Ft2zaioqJwcHCgVatWRoXLo6KiiI2NRaVSUbp0aamnJoTI03K00LmpvQqFOp+0hz18zMcArGMdbWijnHD7NlStCtHRMGgQzJhhdI7JkyczfPhwLCwsOHToEO+9954pQhfihYwePZqxY8dibW3NkSNHqFatmnJCfLy+sPn16/o6Utu3G23b60xn/PDDHXfOcY5CFDLhFQghhN6rdq+RHa/aNel0Oq5fv05iYiK2tra88cYbqJ/6nbFnzx6OHTuGlZUVffv2NdSjeuz+/ftUq1aN0NBQmjVrxqZNm4zOIcTLFh4eTrVq1bh37x5t27ZlzZo1RgmnM2fOsG3bNlQqFV27dqVUqVKK8eTkZK5cuYJOp6NkyZK4uLiY8hKEEMLglSh0/rppSEOGMxyAXvQimGDlhKfrS61da3SOb775htatW5Oenk6bNm24e/duLkctxIvZuHEjY8eOBWD+/PnGCSmdDvr00SekSpaEFSuMElLLWY4ffphhxkpWSkJKCCFeYyqVCk9PT8zMzHj48CHh4eFGc56sL7Vu3Tqj+lLOzs5s3LgRKysrtmzZwvjx400VvhDZkpKSQsuWLbl37x6VKlViyZIlRgmpiIgIduzYAUCDBg2MElJarZbAwEB0Oh0FChSgaNGiJotfCCH+LUlKmdhP/EQtahFHHD74kE66ckKTJvDtt/rXPXvC1auKYZVKxZIlS6hYsSJ37tyhTZs2pKWlmSh6IZ7t4sWLdOnSBYAhQ4bQuXNn40lz5sCaNWBurk+8Ojkphq9xjc/Rb+sbwxg+4INcj1sIIUTeZmlpiYeHBwCRkZHExsYqxh/Xl7K1tVW8cX9S9erVmT17NgA//PAD27Zty+2whcgWnU5Hv379OHXqFIULFyYgIAA7OzvFnJSUFNatW0dGRoai++STQkNDSUlJwdzcHA8PD6OklhBC5EWSlDIxCyxYxSocceQEJxhNJnW0xo3T19dJTIQ2bSApSTHs4ODApk2bcHR05OjRo3z++edS+Fy8dNHR0TRv3pykpCQaNGjAlClTjCedPg1DhuhfT5mir6P2hGSSaUc7kkiiHvUMRc6FEEKIggULGlZ+BAcHGz2Uc3R0pFWrVgD8/fffnDt3zugcPXr0oH///uh0Ojp27CiFz0WeMGvWLJYtW4ZarWbt2rWGAv+P6XQ6tmzZQkxMjKGO2tMJp+joaKKiogDw9PTEwsLCZPELIcR/IUmpl8ADDxayEIBJTGI3u5UTzM1h1SooXhwuXYK+ffVbnp5Qrlw5Vq1aZSh8PmvWLFOFL4QRjUZDhw4dCAwMxMPDgzVr1mBubq6c9OCBPsmalgYtWsCjIp5PGsYwLnABZ5zxxx8zpDCnEEKI/3N1dcXW1paMjAyCgoKMHsp5eXlR91HjjO3bt3Pv3j2jc0yfPp06deqQkJBAs2bNjLr6CWFK+/fvN3SInDZtGg0aNDCac+LECa5cuYJaraZt27bY2NgoxlNSUggJCQGgePHir0StOCGEeEySUi9JG9rQj36AvqBzBBHKCcWK6bc4mZmBvz/Mm2d0jk8//dSwGmXIkCGZtkIWwhS+/fZb9uzZg62tLQEBARQpUkQ5ISMDfH0hJAS8vGDJEnjqCd961jOHOQCsYAXFKW6q8IUQQrwi1Go1np6eqNVqEhMTiYiIMJrz4YcfUqZMGTQaDWvXrjXq2Gdpacn69evx8PDg1q1btGvXjvT0dKPzCJHbAgMDadeuHRkZGXTq1MnQde9JISEhhnv8Ro0a4erqqhjXarUEBQWh1WoV3SqFEOJVIUmpl+gXfqESlYgkEl98ySBDOcHbGyZN0r8ePFi/9ekpQ4cOpWvXrmi1Wtq3b8+NGzdMELkQ/7do0SJ++eUXAJYuXUrlypWNJ/30E+zaBTY2sHEjFCyoGA4kkJ70BGA4w2lEo9wOWwghxCvK2toad3d3QF/4OT4+XjGuUqlo2bIljo6OREdHs2XLFqMVVU5OTmzZsgU7Ozv279/PsGHDTBa/EKDvStW0aVMePHhAtWrVmD9/vtGWvISEBNatW4dOp6Ny5cq8++67RucJDw/n4cOHmJmZ4enpKXWkhBCvHElKvUQ22LCWtdhhxwEOMJaxxpOGDYOWLfVbnlq3hkd7xR9TqVTMnTuXWrVqERMTQ7NmzYiLizPRFYjX3aFDh+jXT7/ib8yYMbRt29Z40vbt+qQUwPz58FTSKo00OtCBeOJ5n/f5iZ9yO2whhBCvuCJFiuD0qFFGUFCQ0UonW1tb2rZti1qt5sqVKxw7dszoHJUqVcLPzw/Q1/RZsGBB7gcuBP8ve3D58mVKlChBQECA0Za8jIwM1q1bR1JSEkWLFqVJkyZGCafY2FgiIyMBfR0pS0tLk12DEELkFElKvWTlKc889FvzfuIn9rFPOUGl0m91KlsWbt+GDh3gqTbH1tbWbNq0iZIlS3L16lV8fHyMWiELkdNu3bpFq1at0Gg0tG/fntGjMynaHxgInTrpX3/xxf9fP2E4wznFKQpRiFWswgIpzCmEEOL53NzcsLGxQaPRZFpfytXVlU8++QSAffv2ERgYaHSOFi1aMG7cOAA+//xzDh48mOtxC/H111+zY8cObGxs2LJli9GWPIA9e/YQGhqKlZUV7du3NypcnpqaSnBwMAAuLi44OjqaInQhhMhxkpTKA3zxpRe90KHDF1/uclc5wdERNm0COzvYtw9GjjQ6R7Fixdi8eTM2Njbs2LGDL7/8UjryiVwTFxdHkyZNiI6O5t1332XJkiXGy8WTk/Wr+2JjoVYteLTF70mb2MSv/ArAUpbijrsJohdCCJEfqNVqSpcujVqtJiEhIdP6UtWrV6dKlSrodDrWr19PbGys0ZyRI0fSvn17NBoNrVq14tq1ayaIXryu5s+fz/Tp0wFYvnw51apVM5rzzz//cPLkSQBatmxJ4cKFFeNarZbAwEAyMjKws7OjRIkSuR63EELkFklK5REzmUklKnGPe3Sko3F9qTff1K+YApg6FdauNTpHtWrV8PPzQ6VS8fvvvzNz5kwTRC5eN49XRl29ehVXV9dMl5yj00G/fnDuHBQtCuvWwVNLygMJpDvdAX3XvWY0M9EVCCGEyC+yU1+qcePGFC9enOTkZNauXWu01U+lUrFkyRJDKYTGjRsT9VS5BCFywoEDB/jiiy8AGDt2LG3atDGac+/ePbZu3QqAt7c3b7zxhtGcsLAwRR0ptVre0gkhXl3yEyyPeLq+VKZ1ddq2hW++0b/u0QMuXjSa0qpVKyZPngzoO/I9/qUmRE7Q6XQMHjyYXbt2YWtry9atWzPv8jJjBixfru8euXo1lCypGE4hhba0JY443ud9JjLRRFcghBAiv3lefSlzc3Pat2+Pra0tERERbN++3Wg1uY2NDQEBAYaOfC1btiQ1NdVk1yDyv2vXrtG6dWs0Gg0dO3bku+++M5rz8OFDVq9eTXp6OqVLl6Zu3bpGc2JiYrh//z6gryNlZWWV26ELIUSukqRUHvJkfamxjGUXu4wnjR8PDRpAUpK+AHomy9C/+uorevfujU6nw8fHh7Nnz+Zy5OJ18fPPPzN79mxUKhV+fn5UrVrVeNK+ffDVV48PgHr1jKYMZSh/8zdFKMIa1kgdKSHEa+vcuXP88ssvzJo1iz59+mT7d3ZISAidO3dm9OjRjBw58rXfsv9kfanAwECj/x6Ojo60adMGlUrF+fPnOZ1JR+OiRYuyfft2HB0dOXLkCD169Hjt/7uKnHHv3j0+/fRTYmJiqFWrFosWLTIqe6DVatmwYQOxsbEUKlSINm3aGK2ASklJMdSRKlasmNSREkLkC5KUymN88aU3vQ31pUIJVU4wN9evPClVCm7eBF9fyFBu9Xu8fa9hw4YkJSXRpEkTwsLCTHgVIj9au3YtX3/9NQC//PILLVu2NJ4UFATt2un/TnbtCoMGGU1ZyUrmMAcVKvzwoyQljc8jhBCviREjRjB06FAGDhzIuHHj6N+/f7aO69GjByNHjuSnn37C2dmZhQsX5nKkeduT9aUSExMJDw83muPp6clHH30EwM6dOwkJCTGaU7FiRdavX4+5uTkrV67kxx9/zPXYRf6WlJRE06ZNCQoKwsvLiy1btmBtbW00b8+ePQQGBmJhYUH79u2NSiM8riOl1Wqxt7eXOlJCiHxDklJ50Exm8g7v8IAHtKUtaaQpJzg5wcaNYG0Nf/wBmSz/tbCwYN26dVSsWJE7d+7QuHFj4uLiTHQFIr85fPgwnTt3BmDw4MF8+eWXxpOSkqBFC4iOhnffhblz9d0jn3CVq/ShDwDf8R2f8EkuRy6EEHlXTEwMhw4d4uHDh4B+pU52ahndunWLmJgYKlSoAEDTpk2ZM2dOrsb6KrC2tsbDwwPQr0zJrKj5e++9x5tvvolWq2Xt2rWZzvnoo48M/z1//PFHli5dmntBi3wtIyMDHx8fTp06RZEiRdixYwfOzs5G8y5cuMCJEycAfUdIFxcXozmhoaEkJydjbm6Op6encYMZIYR4RUlSKg+yxpr1rKcgBTnJSb7iK+NJ77wDixfrX0+eDH5+RlMcHR3Zvn07Li4uXLhwQeojiH/l6tWrNG/enLS0NFq2bMnPP/9sPEmng+7d4cIFcHH5f9L0CYkk0prWJJFEPeoxhjGmuQAhhMijChUqZGgLDxAdHZ3pG9annThxQtGxq0yZMly/fj3L3/GpqanEx8crPvKrQoUKUbRoUQCCg4ON/puoVCqaNWtGsWLFDPV70tLSjM7Tq1cvvv32W8PrHTt25H7wIl/R6XQMGjSIrVu3Ym1tzdatWylbtqzRvDt37igKm1esWNFoTlRUlCFh7enpieVTzWOEEOJVJkmpPMoTT1awAoBZzGI1q40n+fjAiBH61716wV9/GU3x8PBgx44dODg4cODAAbp06YJWq83N0EU+8nQNBD8/P8zMzIwnTpyo77BnYQEbNhgVNtehoxe9uMxlilOclazEjEzOI4QQ+dC2bdsYPny40cfhw4epU6eOYcXDr7/+mq3tYhERERQpUkTxNQcHBx48eJDp/IkTJ+Lo6Gj4cHNz++8XlYe5urpiZ2dHRkYGt27dMrrvsbS0pEOHDtjZ2XHv3j02b96cae2oCRMm0LlzZzIyMmjTpg1/ZXKfJURWpk2bpqjD+d577xnNSUxMZM2aNWg0GsqVK0e9TOpwPnz4kNu3bwNQokQJChQokOuxCyGEKal0r3AFx/j4eBwdHYmLi8u3P6BHMpKJTMQOO05xigpUUE7QavVbprZuheLF4fRpyGSP+d69e/nss89IT09n8ODB/Prrr7LsVzxTXFwc9erV4+zZs3h5eXH8+PHMn+Bv3AitW+tfz50LffsaTZnBDL7kS8wx5yAH+YAPcjl6IYTIGaa619izZw/h4eF069btuXMnTJhAXFycodsugIuLC1euXKFw4cJG81NTUxUrhuLj43Fzc8vX909paWlcuXIFjUZDkSJFDNv6nhQaGsrSpUvRarXUqVMn005n6enpNGnShN27d+Pk5MSxY8cyXe0ixJOWL19O165dAX2yObOyBxqNhqVLlxIeHk6RIkXo1auXUa0pjUbDlStXSEtLw9HRES8vL7l/F0K8MrJ7DyUrpfK4n/iJetQjiSRa05oEEpQT1Grw94c334SICH2CKjnZ6DwfffSRoSbCjBkzmDZtWu4HL15ZKSkpNG/enLNnz1K0aNEsayBw9iw8qjXFwIGZJqQOc9iwBfUXfpGElBBCPOXMmTOEhYVlKyEF+gRUdHS04mvJycmZJqQArKysKFCggOIjv7O0tMTT0xOABw8eZFqry83NjSZNmgBw6NAhLl++bDTHwsKC9evXU61aNaKiomjUqBF3797N3eDFK23r1q306NEDgKFDh2aakNLpdAQEBBAeHo61tTU+Pj5GCSmdTkdQUBBpaWlYWlri4eEhCSkhRL4kSak8zhxzVrGKEpTgClfoTnd0PLW4zcEBtmyBwoXh1Cno2VNf4+cpHTt2NCSjvvnmG1asWGGKSxCvGI1GQ4cOHTh06BAFChRg586dmT8VjoiApk3h4UP4+GP45RfjKUTQjnZo0OCDDwMYYIIrEEKIV0dISAiHDh2ie/fuAAQFBZGcycOlJ9WoUYOzZ88aPr9+/TpVqlTJzTBfSQUKFDB0KLt9+zZJSUlGc6pWrUqtWrUA2Lx5MxEREUZzHBwc2L59O15eXgQFBfHZZ59J8xiRqcOHD9OuXTsyMjLo0qULU6dOzXLexYsXUavVtGvXzmg7Lui36cbHx6NSqfDy8sLc3Dy3wxdCiJdCklKvABdc2MAGLLBgAxuYzGTjSaVLw/r1YG4Oq1ZBFjUphg0bxtChQwHo3r07mzdvzsXIxatGp9PRp08fAgICsLKyYsuWLVStWtV4YnIyNG8O4eFQvjysWaP/u/eEdNJpT3vucpe3eIsFLECFPOETQojH0tPTmT9/vmIlxbx587CyskKr1eLj48OZM2eMjqtUqRK2trbcvHkTgC1bttC7d29Thf1KKVasGI6Ojuh0Om7dukV6errRnIYNG+Ll5UV6ejqrVq3KtBC8i4sLO3fuxNnZmbNnz9K0aVND10QhAM6fP0+TJk1ISUmhSZMmLFy4ELXa+K3W5cuXOXDgAACfffaZYUXfk+Li4gwJ0lKlSmFra5u7wQshxEskSalXRC1q8Ru/AfAd37Gb3caT6tXT1/QBfVIqk458AFOnTqVr165kZGTQvn179uzZk1thi1fMt99+y5IlS1Cr1axZs4Y6deoYT3rcae/UKf3qvG3boGBBo2lf8zWHOUwBCrCBDdhhl/sXIIQQr5Ddu3czd+5c3N3dKVmyJC4uLmzYsAG1Wk1aWhonT54kLCws02P9/PyYMGECP/74I9HR0XTq1MnE0b8aVCoVnp6eWFlZkZ6eTmBgoFFRc7VaTZs2bXB2diYhIYFVq1Zl2pGvTJky7Nq1C0dHRw4fPkyrVq2kq7EA4NatWzRq1Ij4+Hi8vb1Zu3YtFhYWRvPu3LnDpk2bAKhZs6aii+ZjqampBAUFAeDs7JzpKiohhMhPpND5K6Y3vVnIQgpTmNOcxhPjpysMHw6TJ4OlJezdC97eRlMeb9HasGEDtra27N69mw8+kFo/r7OJEycycuRIABYvXmzYSmJk9GgYO1a/MmrvXsgkcbWc5XRFX+BzE5toQYvcClsIIXJVfrzXyI/X9DzJyclcvXoVrVZL0aJFM+1AGBsby8KFC0lKSqJcuXK0b98+05UuR48e5eOPP+bhw4e0bt2a1atXy9aq11hYWBgffvghQUFBvP322xw8eJCCmTysi4uLY9GiRSQkJFCmTBl8fHyM/n5lZGRw9epVUlJSsLOzo1y5cpn+HRRCiFeBFDrPp2Yxi3d5l2iiaUUrHpLJ0vEJE6BNG0hL0xc+v3HDaIq5uTn+/v40atSIhw8f8tlnn/H333/n/gWIPOnnn382JKSmTp2adUJq8WJ9Qgr0q/IySUid4hR96APAaEZLQkoIIcRLZ2NjY+jAFxkZaVQoHqBgwYJ06NABc3Nzrl+/zq5duzI91wcffMDmzZuxtLRkw4YN9OrVC61Wm5vhizwqIiKC+vXrExQUhJeXFzt37sw0IZWSksLKlStJSEjA2dmZ1q1bGyWbdDodwcHBpKSkYG5uTunSpSUhJYR4LchPuleMNdZsYAPOOHOOc/Shj3Hhc7Uali+HGjUgOhoaN4YHD4zOZWVlxcaNG/H29iY+Pp5GjRpl2nlG5G+zZs3iq6/03fF+/PFHw2sju3ZBH32yie++0xfUf8pd7tKSlqSSSjOa8QM/5FbYQgghxAspVKgQxYoVAyA4ODjTmlAlS5akZcuWAPz111/89ddfmZ6rYcOGrF69GjMzM5YtW8agQYOMtgWK/C0yMpIGDRpw48YNSpUqxf79+w1/v56UkZHB2rVriYyMxN7eHl9fX6NOewB3794lNjbWUNjc0tLSFJchhBAvnSSlXkFuuLGWtZhhhj/+TCWTzh42NvqOfKVK6VdKtWihL079FFtbW7Zu3WpodVy/fn2uXLmS+xch8oT58+czaNAgAL777ju+//77zCeeO6dffZeRAZ06/X+11BPSSKMNbQgnnPKUZwUrUMuPGCGEEHlIiRIlKFCgwDMLn1esWJEGDRoAsHPnTq5du5bpuVq2bMnSpUsB+P333xkyZIgkpl4TDx484KOPPuLKlSuULFmS/fv34+7ubjRPp9OxdetWgoKCsLCwoGPHjjg6OhrNi42N5c6dOwC4u7tjb2+f69cghBB5hbxjfEXVpS4zmAHAcIazne3Gk1xcYPt2cHSEI0fA11efVHiKo6MjO3fupHLlyty7d4969erJiqnXwJIlS+jbty8AX331FWPHjkWlyqQ7XmiofrVdYqK+mP6iRZDJvMEM5ihHKUABAgigAK9HnRIhhBCvjicLn6elpREYGJjp1rsPPviAqlWrotPpWL9+PaGhoZmer1OnTsybNw+AGTNmSGLqNRATE0PDhg35559/KF68OPv376d06dKZzj148CDnz59HpVLRtm1bihcvbjQnJSVFUdjcyckpV+MXQoi8RpJSr7DP+Zy+9EWHDh98uEwmiaQ334SAAH3R802bYNAgffe0pzg5ObFv3z7efvttSUy9BpYvX07PR9vvBg0axJQpUzJPSMXFwWefwZ07ULEibNyo/7v0lHnMYy5zUaFiFasoR7ncvgQhhBDiXzE3N6dMmTKo1WoSExMJDQ01SiSpVCqaNGlCuXLl0Gg0rFq1ivv372d6vj59+jB//nxAn5j68ssvJTGVT0VHR/Pxxx9z9uxZihYtyr59+yhbtmymc8+ePcuff/4JQOPGjTOdp9FouHnzJlqtFnt7e0qWLJmr8QshRF4kSalXmAoVM5nJh3xIAgk0oxnRGBfupE4d8PfXr26ZPVtfCD0TjxNTVapUITIyknr16nHp0qVcvgphavPmzaNr167odDr69u3L9OnTM09IpaRA8+Zw8SIULw47dkAmxTv3s58BDABgHOP4jM9y+QqEEEKI/8ba2tqwuiUqKirThJNaraZ169a4urqSnJyMv78/CQkJmZ6vd+/eLFiwAICZM2cyePBgSUzlM/fv36d+/fqcPn2aIkWKsHfvXipUqJDp3GvXrrF161YAvL29qVatmtEcnU5HUFAQqampWFhYSGFzIcRrS37yveIssWQ96/HAg1vcoh3tSMe4PgJt2sAM/XY/Ro2CJUsyPd/jX7JVq1Y1JKYuXryYi1cgTGnGjBn069cPgAEDBjB79uzME1IaDXToAIcOgYODfhtoJrUSbnCDNrRBg4aOdGQEI3L7EoQQQogc4ejoiKurKwChoaHEx8cbzbG0tKRjx44UKVKEuLg4/Pz8SElJyfR8vXr1YuHChahUKmbNmsXAgQOlK18+ERERQZ06dTh//jwuLi4cPHiQSpUqZTo3JCSE9evXo9PpqFy5MvXq1ct03uO/c2q1mjJlymBhYZGblyCEEHmWJKXyAWecCSAAO+zYxz6GMCTziQMHwvDh+te9e+sTDZl4MjF1//596tSpw8mTJ3MpemEqkyZN4ssvvwTg66+/ZubMmZk/kdPp9F32AgLAykpfML9qVaNpMcTQhCbEEENNarKIRajIJMElhBBC5FEuLi4ULlwYgMDAwEwTTra2tvj6+mJvb09kZCRr1qxBo9Fker6ePXsaElO///47PXv2zHKueDXcvn2bDz/8kCtXruDq6sqhQ4d46623Mp179+5dVq1ahUajoVy5cjRr1izTh3/37983rM7z8PDA1tY2V69BCCHyMklK5ROVqcwKVgDwO78zi1mZT5wwAbp00Rc8b9NGvxImE4ULF2bv3r3UrFmT6OhoGjRowN69e3MrfJGLdDodo0ePZsQI/SqmH374gcmTJ2e+Qgrg22/1K+nUali9GurWNZqSTjptact1ruOGG5vZjDXG7Y2FEEKIvEylUlGqVCns7OzIyMjg5s2bmSaRChUqhK+vL5aWlgQHB7N+/XoyMmkeA9CjRw+WLVuGmZkZS5cupW3btlmurhJ5W2BgIB9++CE3b97Ew8ODP//8kzfeeCPTudHR0fj5+ZGamoq7uztt2rTBzMzMaF58fDy3b98G9N0gCxUqlKvXIIQQeZ0kpfKRlrRkEpMA+JIvM+/Ip1LBwoXQtKm+ZlCTJvDXX5me73Fi6qOPPiIpKYnGjRuzcePG3LwEkcMyMjIYPHgwY8eOBfSrpcaMGZN1QmrqVP0H6P+etGiR6bQv+ZJ97MMOO7aylWIUy4XohRBCiNynVqvx8vLC0tKS1NRUbt26lem2u2LFiuHj44O5uTnXrl0jICAgy+15nTt3ZsOGDVhZWbF582Y+++yzLOtRibzp/Pnz1K5dm5CQEMqWLcuff/6ZZZe9hIQE/Pz8SEpKwsXFBR8fn0y346WkpBAYGAjo77OLFZP7JyGEkKRUPvMN39CTnmjR0p72nOOc8SQLC1i7FurXh8RE+OQT+OefTM9nb2/Ptm3baNWqFWlpabRt25YlWdSjEnlLSkoKHTp0YNYs/aq5mTNn8u2332Z9wMKF8M03+tdTpkD37plOm8lMZjMbFSpWspK3eTunQxdCCCFMysLCQtGRLyQkJNNC5R4eHrRt2xa1Ws0///zD9u3bsyxo3rx5c3bs2IG9vT0HDhygQYMGPHjwILcvReSA/fv38+GHHxIREcFbb73FoUOHcHNzy3Tuw4cP8ff3JyYmhkKFCtGpUyesrY1Xjz/utJeRkYGdnR2lSpXK+iGhEEK8RiQplc+oUDGHOTSgAUkk0YQmhBNuPNHaWl8zqFYtiImBhg3hxo1Mz2llZcWaNWvo0aMHWq2WHj16MHnyZOkqk4fFxsbSqFEj1q9fj6WlJatXr2bgwIFZH7Bsmb6OFOgTU19/nem0zWzmS74EYBKTaEazHI5cCCGEeDlsbGzw8vIC9FuxIiIiMp1Xrlw5WrVqhUql4u+//2bPnj1Z3hPVq1ePAwcOUKRIEU6dOoW3tzfBwcG5dQkiB6xevZpPPvmE+Ph4PvzwQw4fPkzx4sUznZuSkoKfnx/37t3D3t6eTp06YW9vbzRPq9Vy8+ZNUlNTsbS0xMvLSzrtCSHEI/LTMB+ywIL1rKcCFQgnnKY0JZFE44n29vDHH1C5Mty7Bx99BI/2uD/N3NychQsXMmzYMACGDx9O3759SU/PpNOfeKnCwsLw9vbmzz//pECBAuzcuZP27dtnfcCqVdCjh77A+YABMGlSptNOcAIffNChoy99+ZrME1dCCCHEq6pAgQK4P+o2GxERQXR0dKbz3nzzTZo2bQrA8ePH+fPPP7M8Z/Xq1Tl8+DCurq5cuXKFmjVr8lcWpRPEy/Xrr7/i4+NDeno6bdq0YdeuXRQsWDDTuampqfj5+REREYGtrS1dunQxFM1/kk6nIygoiKSkJMzMzKTTnhBCPEWSUvlUQQqyne0448xZzuKDDxoy6f5SqBDs3g3lyukTUvXqQWhopudUqVRMmzaNGTNmoFarWbBgAY0bNyYuLi6Xr0Zk14ULF3jvvfe4ePEixYsX588//8yyFTEAGzZA586g1eo7Ms6Yoa879pRb3KIpTUkhhc/4jN/4TTrtCSGEyJecnZ1xcXEBIDg4OMtaUFWrVqVRo0YAHDx4kMOHD2d5zgoVKnDixAnefvttIiMjqVOnDhs2bMj54MW/kpGRwbBhwxg6dCgAAwcOZPXq1ZluwwNIS0vD39+f8PBwbGxs6NKlC87OzpnODQsLIzY2FpVKhZeXFzY2Nrl2HUII8SqSpFQ+5oknAQRgjTXb2EZ/+qMjk+XlLi6wdy+ULg2Bgfpua1msmAIYNGgQmzdvxtbWlj179vDBBx8QEhKSexcismXTpk28//77hIWF8cYbb3D8+HHefvsZ9Z62bIEOHfSdGLt2hblz9R33nhJFFJ/yKVFE8Q7vsIY1mGOei1cihBBCvFyurq4ULFgQnU7HrVu3SE5OznRerVq1qF+/PqCvQ/SsFVMlS5bk8OHDfPbZZ6SkpNC2bVumTZsm5RBesri4OJo2bcovv/wC6JvCzJgxI9POeQDp6emsWrWK0NBQrKys6Ny5syGJ+bTIyEgiIyMBfT0yBweH3LkIIYR4hUlSKp97j/dYzWrUqFnIQsYwJvOJbm5w8GC2E1NNmzY17LG/dOkSNWvW5MSJE7lxCeI5dDod48aNo1WrViQlJdGgQQOOHTtGqVKlsj5o+3Zo2xY0GujYERYtyjQhlUwyzWnODW5QilJsZzv2GNdKEEIIIfITlUqFp6cndnZ2ZGRkcOPGDdLS0jKd6+3tbUhMHThw4JmJKQcHBwICAvjiiy/Q6XR8/fXX9OvXL8tzi9x148YNatWqxY4dO7C2tmb16tV8++23WRYgT09PZ/Xq1QQHB2NpaUmnTp2yrDcVGxtL6KPdB66urplu7RNCCCFJqddCc5ozm9kA/MRPzGNe5hMfJ6a8vCAoSJ+YesYKqHfeeYeTJ09SuXJl7t27x4cffsi8efPkiZ8JPXz4EB8fH77//ntAv9x8x44dz77x2bABWraEtDRo00Zf5DyTp4EaNHSkI8c4RkEKsoMdFENaFwshhHg9qNVqypQpg7W1Nenp6dy4cQONJpNSCBgnpg4dOpTlec3NzZk1axbTp09HpVIxf/586tatS3h4Jo1pRK7Zu3cvNWvW5OrVq7i6unLkyJFn1uBMTU3F39+fwMBALCws8PX1pWTJkpnOTUhIIDAwEAAnJ6csV1IJIYSQpNRroy99Gc1oAD7nczazOfOJL5iYcnNz48iRI7Rq1Yr09HT69etHz549s1zmLnJOcHAwH374IWvWrMHc3Jz58+czc+bMZxfP9PeH9u0hPV2/dW/lSjA33or3uJj5ZjZjhRWb2UwFKuTi1QghhBB5j7m5OWXLlsXCwoKUlBRu3ryJVqvNdK63tzcNGjQA9DWmnpWYUqlUDB48mK1bt1KwYEGOHz9OtWrVnrnKSuQMnU7H9OnT+eSTT4iJiaFmzZqcOnWKatWqZXnM4y57ISEhhhVSjwviP+3hw4fcunULnU6Ho6Mj7u7uWa68EkIIIUmp18oYxtCLXmjR4oMPRzma+cSSJfWJqTJlIDgYateGq1ezPK+DgwPr169n0qRJqNVqlixZQu3ataXOVC4KCAigatWqnDlzBicnJ/bt20fv3r2ffdCiRfqi5hkZ0K0b+PlBFgms4QxnMYtRo2Y1q6lDnZy/CCGEEOIVYGlpSdmyZTEzMyMpKYmgoKAsV4XXrl1bkZjas2fPM1eQN27cmNOnTxtWndevX5/p06fLqvNcEhsbS+vWrRkyZAgZGRl06dKFgwcPZrkFD/RJpuXLlxMWFoa1tTVdunTJMiGVmprKjRs3yMjIwN7entKlS0tCSgghnkOSUq8RFSrmMIcmNCGFFBrTmHOcy3zy48RUhQoQFgbe3nDmTNbnVqn49ttv2b17N05OTvz999+88847bN++PVeu5XWVlpbGkCFDaNGiBbGxsdSsWZPTp0/z4YcfPvvA33+HXr1Ap4P+/fUJqiwKeE5lKlOYAsBCFtKCFjl8FUIIIcSrxcbGBi8vL1QqFbGxsYSEhDwzMfXxxx8DcOzYMbZu3Zrl6ioALy8vjh8/jq+vLxkZGQwZMgQfHx/pbpzD/vrrL6pWrcqmTZuwsLBgxowZLF26NMsOewCJiYksW7aMiIgIbG1t6dq1K66urpnOTU9P5/r162g0GsPfF3Um9TqFEEIoyU/K14w55qxhDbWpTRxxfMzHXCWLVVCurvDnn1C9OkRFQb16+kTVMzRo0IAzZ85QvXp1oqOjadKkCQMGDJDtfDkgODiY2rVrM336dACGDRvGn3/++eyC5jodjB8PAwboPx8yRJ+gyuImaQlL+IZvAJjCFLrTPScvQQghhHhlOTg44OnpCcCDBw8ICwvLMjH13nvv0axZM1QqFWfPnmXDhg1Z1qMCsLW1ZcWKFcycORNzc3PWrFnD22+/zeHDh3PlWl4nOp2OGTNmULt2bYKDg/H09OTYsWMMGjTomauYYmJiWLJkCZGRkdjb29OtWzeKFcu8tqZGozEUw3+8ss48k/IIQgghjElS6jVkiy3b2MY7vMN97vMRHxFMcOaTnZxg3z59bamEBPjkE9iy5Znnd3d35/DhwwwZMgSA33//nWrVqnHu3LkcvY7XhU6nY8WKFVStWpVTp05RqFAhAgICmDZtGpaWllkfmJEBX3wBo0bpP//uO/j5Z8jiBmwjG+lFLwC+fvQ/IYQQQvxfoUKF8PDwACAyMpI7d+5kObdq1aq0adMGMzMzLl++zKppvybhAAAtOklEQVRVq57ZZU+lUjFw4EAOHz5M6dKlCQkJoW7duowaNYr09PScvpTXQkREBM2aNePLL78kPT2d1q1b8/fff1O9evXnHrdo0SKio6NxdHSke/fuODs7Zzo3IyODW7dukZycjLm5OeXKlXt2fU8hhBAKKl0ObFo/d+4c+/fvx8LCgn/++Yf+/ftTtWrV5x4XEhLCqFGj8PT0RKPRMH78+Bfadx0fH4+joyNxcXEUKFDgv1zCaymKKOpQh8tcpjSlOcxhSlAi88kpKfoC2Vu26Ld9LVgA3Z+/imb37t107dqVu3fvYmFhwcSJExkyZIgsZ86miIgI+vXrx5ZHicBatWqxevXqZ6+OAkhOBl9f2LRJn4SaOfP/q6UysY1ttKIV6aTTne4sYhEqpAaCEELkx3uN/HhNphYZGUloaCgArq6uWa6gAQgMDGT16tWkp6fj6uqKj48PdnZ2zzx/QkICgwYNYunSpQC8++67+Pv7U7Zs2Ry7hvxMp9Ph7+/PoEGDiImJwdLSkl9++YXPP//8ue81bt26xdq1a0lLS8PFxQVfX18cHBwynavVarl58yYJCQmYmZlRrlw5bG1tc+OShBDilZPd+40cSUp9+umn7NixA9D/km7WrBknTpx47nENGjTgt99+o0KFCvz666/Y29s/v1jzE+Sm6r+7wx288SaQQCpSkUMcwgmnzCdrNPq6RMuW6T//7jv46acst4I9FhUVRa9evQgICAD0S9rnz5/PW2+9lZOXkq/odDpWrlzJwIEDiYmJwcLCgjFjxvDNN988fzl4dDQ0awZHj4Klpb7jXps2WU7fxS6a0Yw00uhAB/zww4zM600JIcTrJj/ea+THa3oZ7t69S3h4OKBfJZ7VShqAsLAw/P39SUlJoVChQnTs2BEnpyzut56wbt06+vTpQ2xsLNbW1owZM4ahQ4fKSpxnuHv3Lv369TPcd1arVo2lS5dm677zwoULBAQEoNVq8fDwoH379lnWnNJqtdy6dYv4+HjUajVly5bF3t4+R69FCCFeZdm93/jPy1ViYmI4dOgQDx8+BKBo0aJERUU997hbt24RExNDhQr6NvNNmzZlzpw5/zUc8YJKUIK97MUVVy5zmYY05AEPMp9sbg6LF+uTUaCvVeTrq19F9QxOTk5s2rSJ+fPn4+DgwPHjx6latSojR46UWlOZuH37Nq1ataJTp07ExMTwzjvvcObMGUaOHPn8hNTjbolHj4KjI+ze/cyE1H7204IWpJFGK1qxnOWSkBJCCCGyoVixYoYVUrdv337m/W/JkiXp2bMnBQsWJCYmhkWLFhEcHPzc79G2bVsuXLhAgwYNSElJYfjw4VSvXp2TJ0/m1GXkG1qtlmXLlvHmm28SEBCAhYUF48aN4/jx489NSOl0Oo4ePcqmTZvQarW8+eab+Pr6PjMhFRgYKAkpIYTIAf85KVWoUCF27NiBjY0NANHR0c98UvTYiRMnqFatmuHzMmXKcP36dVJTU7M8JjU1lfj4eMWH+O888WQve3HBhXOcowENiCKLGyu1GsaN0yenzM1h9Wpo0ADu33/m91CpVPTu3ZvLly/TokULNBoNEydOpFKlSuzduzcXrurVk5KSwrhx4yhfvjybN2/G3Nycn376iRMnTlCpUqXnn+DPP+Hdd+HKFX2R+sOHoU6dLKcf5jBNaUoKKTSlKatYhQXy5FUIIYTIrhIlSlC0aFFAX5bi/jPuh5ycnOjVqxclS5YkJSWFFStWZKveppubG3v27GHZsmUUKVKECxcu8N577zFgwAC5F37kzJkz1K5dm27duhEdHU2VKlU4ffo033333XNXlWk0GgICAgz3o7Vq1aJ169ZZPgjU6XQEBQURFxeHSqXCy8tLElJCCPEfZHv73rZt2zhy5IjR1xs3boy3t7fh8++//x5vb29DK9ysTJs2jaioKCZNmmT4WvHixTlz5gwlSmRe12jMmDH8+OOPRl+X5ec54wpXqEc97nGPylRmH/uy3soHsH8/tGoFcXHg5QVbt8KjlW/Ps3nzZgYMGGBY9t6yZUsmTpzIG2+8kROX8krR6XRs3bqVIUOGEBgYCIC3tze//fYblStXzt5JFiyAzz/Xb7F85x3YvBnc3LKcfoxjNKIRiSTSiEYEEIAVVjlwNUIIkb/kx61u+fGaXiadTkdYWBiRkZHA87fypaens3nzZi5fvgzof+fXq1cvW3VVo6KiGDZsGMuXLwfAxcWFMWPG0KtXr9ey21tUVBQjR45k4cKF6HQ67OzsGDVqFMOGDcvWFseEhATWrl1LWFgYKpWKRo0aUbNmzSznP05IxcTEGBJSjo6OOXlJQgiRb5i0ptRje/bsITw8nG7duj137oQJE4iLi2Py5MmGr7m4uHDlyhUKFy6c6TGpqamKlVTx8fG4ubnJTVUOeuHE1OXL0LixftuYvb2+3lSrVtn6XvHx8YwaNYrff/8drVaLmZkZffv2ZfTo0bi4uOTMBeVxf//9NyNHjmTXrl2A/onrtGnT6NChQ/aK/ms0MHQozJql/7xdO1iyBJ5RZPMAB2hKU5JIoj712cY2bLDJicsRQoh8Jz8mcPLjNb1sL5qY0ul07N+/3/DAt2zZsrRs2dKw8+B59u3bR//+/blx4wYAb7zxBpMnT6ZZs2Yv1DToVfXw4UPmzJnDuHHjiI2NBaBjx45MmTIFV1fXbJ3jzp07rF69moSEBKytrWnbti2lS5fOcr5WqyUoKIjY2FhUKhWlS5emYMGCOXA1QgiRP5msptRjZ86cISwsLFsJKdAnoKKjoxVfS05OzjIhBWBlZUWBAgUUHyJnVaACBzlIMYpxgQvUpz73ecbWvIoV4eRJ/TaxxERo3RpGjICMjOd+rwIFCjBz5kz++ecfmjZtSkZGBrNnz6ZMmTKMHTuWuLi4HLyyvOXcuXO0aNGCatWqsWvXLiwsLBg+fDjXrl3Dx8cnezeUUVHw6af/T0iNHavfTvmMhNROdvIZn5FEEg1pyFa2SkJKCCGE+I9UKhUlS5Y0bOW7ffv2M7fyqVQqGjRoQPPmzTEzM+PGjRssWLCAe/fuZev7NWjQgIsXLzJr1iycnJy4du0aLVq0oE6dOhw9ejRHrikvSklJYcaMGXh5efHVV18RGxvL22+/zZ9//om/v3+2E1L//PMPS5YsISEhwbCt8nkJqVu3bhkSUl5eXpKQEkKIHJIjSamQkBAOHTpE9+7dAQgKCnpuAesaNWpw9uxZw+fXr1+nSpUqORGO+I/KU54DHKAYxfiHf6hDHcIIy/qAokVhzx79ih2ASZPgk0/0SZNsqFixIlu2bOHAgQNUr16dxMRERo8ejbu7O8OHDyciIiIHripv+Oeff2jTpg1Vq1YlICAAtVpNp06duHz5MhMnTsx+TYIjR6BKFdi7F+zsYONGGDUKnpHMCiCAZjQz1JDawhZskbbFQgghRE7ILDH1vCRTlSpV6NmzJ46OjsTExLBw4UL++eefbH0/S0tLBgwYwM2bNxk5ciTW1tYcPnyY2rVrU7t2bbZu3YpWq/3P15UXpKSk8Pvvv+Pl5cWXX37J3bt38fDwYOHChZw5c0ZRSuRZNBoN27ZtY+PGjWg0GsqUKUPPnj0pUqRIlsdkZGRw8+ZN4uPjUalUlClTRrbsCSFEDvrPSan09HTmz5/Pl19+afjavHnzsLKyQqvV4uPjw5kzZ4yOq1SpEra2tty8eROALVu20Lt37/8ajsgh5SnPQQ5SkpJc4Qof8AE3uJH1ARYW8PPP/1+ps3cvVKsGJ05k+3vWrVuXkydPsmrVKipWrEh8fDyTJ0/Gw8OD3r17c+3atRy4MtPTaDRs2rSJBg0aULlyZTZs2IBKpcLHx4dLly6xYsUKypQpk72TabX6pF/duhAeDuXKwfHj0LLlMw9bwxra0IZ00mlDG9azHmsy7ygjhBBCiH/ncWLqcRmCsLAwwsPDeVa1jOLFi9OnTx+8vLzQaDRs3LiRHTt2oNFosvU9HR0dGT9+PDdu3KB3795YWlpy9OhRmjVrRqVKlVi6dClpaWk5cn2mFhISwogRIyhZsiQDBgzgzp07uLu7M3/+fK5du0bPnj0xM8te1+AHDx4YklgAtWvXxsfHJ8sOe6BPSN24cYOEhARDlz3ZqSGEEDnrP9eU2r59O126dDHsgU9PT6dAgQLcuHGDlJQUKlasyK+//krz5s2Njr19+zZjxoyhVKlSpKamMn78+BfaBy81EXJfCCE0pCE3uEFRirKLXVShyrMPunhRX1fqxg0wM4PRo2HkSH23vmzSarVs376dyZMnK5ah161bl+7du9O6dWvs7Oz+5VWZRmRkJIsWLWLOnDmEhoYCoFaradOmDaNHj+bNN998sRPevw9dusDOnfrPfX1hzhxwcHjmYQtZSF/6okVLJzqxhCWY8/oVQxVCiH8jP95r5Mdryovu3r1raOji7OyMm5vbM+9ztVotBw4cMNSZcnFxoVWrVoaVV9kVERHB9OnTmTt3rqE7n7OzM76+vnTv3j37TVReksf/HX777Te2bNliWO31eAV9jx49sLJ6seYs//zzD9u2bSMtLQ1bW1tatWqFl5fXM49JT0/n5s2bPHz4EDMzM8qWLZvn7z2FECIveSmFzk1NbqpMI5JIGtGIc5zDEUe2sY3a1H72QXFx+m5wK1fqP3//ffDzA0/PF/7+R48eZfLkyWzbts3wpNHe3p527drRtWtXPvjgg2w/JcttDx48YNOmTaxbt459+/aR8ai2lpOTE71796Zfv364u7u/+Il37YIePeDOHbC2ht9+03/+jJtbHTp+4ifGMAaA3vRmLnNR51wpOSGEyPfy471GfrymvOr+/fvcvn0bgEKFCuHh4YFa/ezfw9evXycgIMCQDGnYsCE1atR44QLmcXFxzJs3j+nTpytKIbzzzjt0796ddu3avXDCK7dotVpOnjzJunXrWLduHWFh/y8b0aBBAwYMGECTJk1euMNgSkoKu3bt4ty5cwCUKlWK1q1b4/CcB3qpqancuHGD1NRUzM3NKVu2LLbPqNkphBDCmCSlRI6KI46mNOUwh7HBhjWsoSlNn3+gv78+ORUfr1/R8/vv0KnTM5MpWbl9+zbLly9n6dKl3Lp1y/D1woUL88knn9C4cWMaNWr0zLoAOU2n03H9+nUOHDjA5s2b2bt3ryERBfDuu+8yYMAA2rVr98zl4VmKj4dhw2DhQv3n5cvD2rVQqdIzD9Og4XM+ZwELAPiO7xjLWFTk/448QgiRk/LjvUZ+vKa8LDo6muDgYHQ6HQUKFKB06dLPfZiWmJhIQECAocxFmTJlaN68efZrTz5Bo9Gwc+dOli5dypYtW0hPTzeMvfvuu3z22Wc0btyYatWqPTdhlpMSExM5evQou3btYv369YZV5QAODg506dKFL774ggoVKvyr89+6dYstW7YYVot5e3tTt27d515jUlISN2/eRKPRYGlpSdmyZf/dPZwQQrzmJCklctxDHtKOdmxnO2rUTGc6Axn4/AODg/WJqMfb8Jo21Sen3Nz+VRw6nY4jR46wZMkSNm3aZGgFDPrtcdWrV6dGjRpUr16d6tWrU758+RxbSZWUlMS1a9c4ceIEhw4d4tChQ0ZFTN9++23atWtH27ZtKVu27L//Znv2QM+e8PgmbdAgmDBBX9j8GR7ykA50YCtbUaHid36nP/3/fRxCCPEay4/3GvnxmvK6uLg4bt26hU6nw8bGhjJlymBpafnMY3Q6HadOnWLPnj1oNBpsbGxo2LAhVapUeeFVU49FRUWxcuVKVqxYwenTpxVjRYsWpXbt2ob7p2rVqj2zK/aL0Ol0hIWFceHCBf78808OHjzImTNnFA/y7O3tadasGe3ataNRo0b/OhGUmprK7t27+fvvvwH9CrXmzZtTqlSp5x4bFxdHYGAgWq0WGxsbypYti4WFxb+KQwghXneSlBK5Ip10PudzFqJfuTOIQfzCL5jxnKSPRqMv0P3TT5Cerk+sjB8PAwbo6079SxqNhhMnTrB9+3b++OMPLly4YDTH1taWt956C3d3d9zc3ChZsiRubm4ULVoUS0tLLC0tsbCwwNLSkvT0dGJiYgwf0dHR3L59m6tXr3L16lVCQkKMzm9lZUWtWrVo2LAhbdu2pVy5cv/6egCIiYHhw2H+fP3npUvD4sVQp85zD73PfZrRjBOcwAorVrGKljy7CLoQQois5cd7jfx4Ta+CJ1fgWFhYUKZMmWxtCYuMjGTTpk3cvXsXAA8PD5o0afKfV4ZHRESwc+dOtm/fzu7du0lISDCa4+npSZkyZXBzczN8lCxZEjs7O8U9lLm5OfHx8YZ7p5iYGO7fv8/169cN91BJSUlG5y9VqhR169alRYsWNGrUyFCj9t+6efMm27ZtIy4uDtB3+27QoMFzE4CgT9g9vs9zcHDAy8srz5SHEEKIV5EkpUSu0aFjClMYznAAmtKUlazEnmwsKb90Cfr0gWPH9J9Xr65PvlStmiOxhYaGcvjwYc6cOcPp06f5+++/SUxMzJFzP+bk5MTbb79NnTp1qFOnDjVq1MiZZd0ZGfrk08iREBWl/9oXX+iTedlYrn+BCzSnOcEEU5CCbGXr82t/CSGEeKb8eK+RH6/pVZGamsrNmzdJSUlBrVZTunRpHB0dn3tcRkYGJ06c4ODBg2g0GszMzPD29qZ27do5kjhJS0vjxIkTnDp1itOnT3P69GnD1sGcYm5uTpkyZXj//fcN91DZWb2UHTExMezatcvQqblgwYI0b94cDw+P5x6r0+kIDw83rHwvXLgwpUqVMulWRiGEyI8kKSVy3TrW0ZnOpJJKVaqyla244vr8A7VaWLAAvv1WXxDdzAx694YffoBixXI0xoyMDMNTutDQUEJDQwkLCyM0NJSoqCjS09NJS0sz/GlmZkbhwoUpVKgQhQoVonDhwhQrVowKFSpQvnx5ypcvj5OTU47GCMCJE/pVY4/aFFOhgn6LY7162Tp8M5vpRCeSSMILL7aylQr8uxoMQggh/i8/3mvkx2t6lWg0GgIDAw0rk9zc3HB2ds7WlryYmBi2b99uqK1ZpEgRGjRoQPny5f/1lr6sxMbGcu7cOYKDgw33TqGhoYSHh5OcnExaWprhHupx9+3H906P//Ty8jLcQ3l5eeX4Vrj09HQOHz7MsWPHyMjIQKVSUaNGDerXr5+t1VEZGRkEBgYa6k4VK1aMEiVK5Ph/SyGEeB1JUkqYxHGO05zm3Oc+RSnKWtZSh+dvMwMgIgK+/FJfuBv0W/q++QaGDs3WyqB8IThYn4xbvlz/eYEC8OOP+hVS2bhx06FjPOP5nu8BqE991rKWIpiu2LsQQuRn+fFeIz9e06tGq9Vy+/ZtHjx4AOiTS+7u7tlanaPT6bh48SK7du0ybIlzc3OjYcOGuP3Lep2vGq1Wy8WLF9m3b58hoeTp6cmnn36Ks7Nzts6RkpLCrVu3SElJQaVS4eHhkWM1tIQQQkhSSphQEEG0oAUXuIAZZkxlKl/yZfY7vf35J3z9Nfz1l/7zYsX0iZlu3SAbT7leSbdv62tqLV6sr7cF0L07TJwILi7ZOkUSSfSkJ2tYA8AABvALv2CBFOQUQoickh/vNfLjNb2KdDod9+7dIzw8HNDXwCxdujRWVlbZOj41NZWjR49y/PhxNI/uJSpUqED9+vVzZ1V3HqDT6bh06RKHDh0i6lGpA0dHRz7++GMqVKiQ7RVO8fHxBAYGkpGRgYWFBV5eXtg9p5GMEEKIFyNJKWFSD3lIH/rgjz8AHejAQhZiRzZ/wet0sG4djBgBgYH6r5UsCUOG6Lf2OTjkUuQmFhamTzwtWKAv+A7QsCGMGwc1amT7NBe5SDvacYUrmGPO7/xOH/rkUtBCCPH6yo/3Gvnxml5l8fHxBAUFGWpFlS5d+oX+f4mPj+fgwYOcO3eOx7f1FSpU4IMPPsDVNRtlFV4BOp2OK1eucPDgQe7fvw+AtbU177//PrVq1cr2tkCdTkdERAQREREA2NnZ5cq2QiGEEJKUEi+BDh2/8RtDGYoGDW/xFutZzxu8kf2TpKXBnDn64t6PusxQsKB+O9ugQVC0aK7Enqt0Ov7X3r3HVl3ffxx/nnN62p7SnnKgrbRwTqt0FLBRQEXnfshmDAHqmImimYaKurjgLsoyFl1chDk3ZCQQZyTiMsxMdIpzMmEsyCB1RMkAB1aw3FpaoB29nF5Or+f0nPP747RHKmrbb9tz6+tx8k1zvuWc8z6f8+3n8+F9Pt/3l48+ghdfhLff/jwZdfvtoRVh/zf0YuRBgrzKq/yIH9FFF7nk8hf+wm3cNkbBi4iMb4k410jE9xTvvF4vZ8+epbOzE4C8vDymTJkyrNpG9fX17Nu3L1zsG0JX6rv11lspLCyMyzpJ3d3dHD16lEOHDuF2u4FQMuqb3/wmN99885BXlUGo/lRlZWX4AjhZWVk4nU4VNBcRGSNKSknUHOAAy1nO//gfNmxsYhOP8ujQT+cD6OmB116D3/8eTp0K7UtJgbvuCp3mdscdoQLpsayzE954I1Sw/L///Xz/woWwdi18+9vDerp22nmMx3iN1wBYxCJe4zVyiMNEnYhInEjEuUYivqdEEAgEwhdiAUhPT+fqq68eUsHuy9XX1/Phhx9SXl5OIBAAQjWr5syZw/XXX09GHKw+v3TpEv/5z38oLy/H1/dlXkpKCrfccgu33HLLsK96fPlqNLPZjMvlYvJk1d8UERlLSkpJVNVRRyml7GUvAMtYxh/5I9kMrfhkmN8PO3bA889/XnMKYOpUKC2FBx+EomGsxBprPT2wZ0/oVMQdO6Cv+CapqXD//aEVX/PmDftpD3OYFaygggrMmHmWZ3mSJzGjb/dERMZSIs41EvE9JZLGxkbOnz9PIBDAYrHgcrkMFeBubW3l4MGDfPzxx3i9XgBMJhPTp09nzpw5FBUVkZSUNNrhG9bc3Mzx48c5ceJE+PQ6gJycHG666Sauu+66YSfoAoEAdXV1/K9v9b3NZuOaa64ZdlJLRESGT0kpiboAATazmad4Ci9epjCFbWxjMYuH/2TBYGi10bZt8Prr0LeEGwglpZYuhZISWLAg8sXR3W4oK4N33w1t/YkogIICeOwxePhhMPCNXA89PMuzrGc9fvzkkccbvKHT9UREIiQR5xqJ+J4STXd3N1VVVeHT+SZNmoTL5cJiYJV4T08Px48f59ixY9TU1IT3JyUlcc0111BYWMiMGTPIzMwctfiHor/Q+5kzZ65IRJlMJmbNmsVNN91Efn6+oVMPOzo6OHfuHN3d3YBO1xMRiTQlpSRmHOMY93M/JzgBwA/4ARvYgAOHsSfs6YH33gslqPbs+fzqdQDp6fCd74SKht94I9xwAwzx0sBDEgxCbS0cPBhKRJWVQXl5aH+/3FxYvjy03XorGJz8fMzHPMiDfMqnANzHfbzIi2SRmFfUERGJRWM91zh69Cj79u3DarVSXl7OqlWrmDt37qCPW7FiBfv37w/fnz9/Pu+8886QXlPzp/jwxaLcycnJuFyuESWPmpqaOHr0KJ988gltl3+JBmRnZ5Ofn09eXh55eXlkZ2ePagLH5/PR0NBAdXU1586do6amJpwwglAiqqCggGuvvZaZM2cavhreF1dHJSUl4XK5cDgMzjtFRMQQJaUkpnTRxS/4BS/yIgBXcRWb2cx93De8WlNf1NoKe/fCrl3wj3/ApUtX/pv8fLjuOnC5wOkMXdXP6QwVTU9ODm1Wa+inzwfNzZ9vbjfU1EBFxefbFyZxAMycGbqK3r33jigRBdBNN7/tu/nxk0UWW9jCPdxj+DlFRMSYsZ5rLFmyhN27dwOhWkDLli3j4MGDgz7upZde4rHHHjP0mpo/xZf29naqqqrCp+A5HA6cTueIrhgXDAapr6/n1KlTnDlzhvPnz/PF/xIkJSUxZcoUJk2ahN1ux263k5mZid1ux2q1YrFYwpvZbKanp4euri66urro7u6mo6ODpqYmmpqaaGhooKWl5Yo4+hNtRUVFzJo1y3Aiql9HRwfV1dV0dXUBo9NWIiJijJJSEpP+zb95lEepoAKAJSzhJV6igIKRP3kgEDrF74MP4MgROHwYLrsCzagxm2H27FDB8oUL4bbb4KqrRvy0QYK8x3usZjWVVAJwN3fzEi+pmLmISJSM5VyjubmZqVOn0tjYSFpaGgCFhYWcOXNm0Mdu3bqVRx99dEiv09PTQ09PT/h+W1sbTqdT86c44vf7qaur41Lfl28Wi4WpU6eSlZU1KlfV6+rqorKyktraWmpra6mrqxtwzIyW1NRUnE4n+fn5FBQUkJubOyqrsXp7e7l48WK4SPxIanGJiMjoUFJKYlYPPTzP8zzHc3jxkkYaa1jDz/k56aSP7ou1toYSVRUVcP58aLtwIfSzsTG0Msrng75vHwHIzASHI7RNmgRTpsCsWaHVULNmwfTpoSsBjqJTnOJxHuef/BOAPPLYxCaWs3xkK8lERGRExnquUVZWxm233YbJZMLtdlNSUsJHH3006OM2bdrE+fPn6ezspKGhgS1btpCT8+VfYKxdu5Z169ZdsV/zp/jT2dlJdXV1uNbUhAkTmDZtGunpozt/CgaDuN1u6urqaGlpoa2tbcDW29uL3+/H7/eHV1hZLBZSU1Ox2WzhzeFwkJWVRVZWFtnZ2aSlpY1KEu3yOBsaGqitrcXv9wNaHSUiEiuUlJKYd5KT/JAfUkYZEDqlbx3reIRHSCLCV4MJBkO1qUwmiOCVaNy4Wc96NrMZHz6sWPkZP+Npnh79BJ2IiAzbaMw1du7cyYEDB67YX1JSwoIFC8L3f/WrX7FgwQIWLVo06HOuWLGCV155hdTUVHbu3Mk777zDn/70py/9t1oplVj6T72rra0lEAgAMHHiRKZOnRqVq8oFg0ECgQBms3lUE06DvabH4+HChQvhU/VsNhtOp5OMjIyIxCAiIl9PSSmJC0GC/JW/8iRPcpazAMxkJutZzzKWJewqoWaa2cQmNrMZDx4AlrKUzWzmG3wjytGJiEi/SM013n//fS5evMjKlSuH/dhAIMCMGTOGdNofaP6UKLxeL3V1deFT1iBUrDw3NzehVwl5PB5qa2tpb28HQiu0+guzRyopJiIigxvqfEPXRJWoMmHiHu7hBCd4gRfIIosKKriLu5jLXF7ndXrpHfyJ4kQrrfyaX3M1V/Msz+LBw/Vcz052sotdSkiJiIxDR44c4cKFC8NKSF2eiDCbzVcUqZbEl5ycTH5+PrNnzw5fka+hoYHy8nJqamrGpCZUNHk8Hk6ePMmpU6dob2/HZDKRk5NDcXExOTk5SkiJiMQpJaUkJiSTzE/4CWc4w1M8xQQmcIxjPMADFFLIH/gDHXREO0zDTnOa1awmn3ye4RlaaaWYYt7mbT7mY0ooiXaIIiISBdXV1ZSVlfHQQw8BUFVVFT4d6aucOHGC+fPnh+8Hg0FsNtuYximxy2azUVhYyIwZM5gwYUK4ztKnn35KZWVluP5UPAoEArjdbioqKgYko7KzsykuLsbpdJIUwbILIiIy+pSUkpiSSSa/5bfUUMNv+A3ZZFNNNT/lp7hw8TiPc5Sj0Q5zSPz42clOlrCEGcxgM5tppZVZzOJN3uQYx7ibuzHrz1BEZFzy+Xxs3bqVJ554Irzv5ZdfJiUlhUAgwPe//32OHDlyxeOys7O58cYbw/f379/PnXfeGYmQJYZlZGRQVFTEjBkzwqdJNDc389lnn3Hy5EkaGxvDxcBjndfrpba2lvLycqqqqujo6MBkMpGVlUVxcTEul4vk5ORohykiIqNANaUkpnXRxau8ykY2UklleP8c5rCSlTzAA2SRFcUIBwoS5BCH2M523uItaqgBQqcpLmUpP+bHLGKRElEiInFiLOcau3btorS0NLzKyefzYbfbOX36NN3d3cyePZtNmzbxve9974rH/utf/+L48eMkJSVx7tw51q5dS1paWtTfk8SOzs5OLl26hNvtDu8zm804HA4mT55Menp6TJ3y1tvbS0tLC83NzbS1tYX3W63W8NX7ErlWlohIolGhc0kofvzsYQ/b2MYOduDFC4AFC9/iWyxlKSWUcC3XRrw4ug8fhzjEu7zLdrZzjnPh301kIo/wCKtYxXSmRzQuEREZuUScayTie5Kv5vV6aWpqoqmpaUCdKavVit1uJzMzE7vdjsViiXhsPp+P1tZWmpub8Xg8A2qjpaenk52djcPhiKnkmYiIDI2SUpKw3Lh5gzfYxjaOMPC0BhcuFrGI+cznRm6kmGKsjO63aj30cIhDlPXdPuTDAfWu0kjju3yX5SxnCUtIY2jfXIuISOxJxLlGIr4nGVwwGKSjo4PGxkaam5sJBALh35lMJtLT00lPT2fChAmkpaWN+qqkYDCIz+fD4/HQ3t6Ox+O5ohh7amoqkyZNwuFwkJqaOqqvLyIikaWklIwLVVSxm93sYhf72Ec33QN+n0IK13M913EdLlw4cTKNaThxkkMOyX23JJIwYSJAgDbaaO67uXFTQw0VfbfP+IxKKgkQGPA6k5jEHdzBvdyrRJSISAJJxLlGIr4nGZ5AIEB7ezutra20trZ+6ZX6rFYraWlppKamYrVaSU5ODm9msxmTyRTe+p/T7/fT29sb/tnd3T1g+7KaVjabjYkTJ+JwOFSwX0QkgSgpJeNOF13sZz8f8AFHOMJhDtNCy5Afb8WKH/8VCacvk002Cy+7Xcu1qhMlIpKAEnGukYjvSUamu7ubtrY2Ojo66OzspLu7e/AHXcZkMjHU/1KkpaWRkZERXpmlq+eJiCSmoc43NApIwrBhY2nfDUJFxyup5DCHqaCC81+4tdM+4PE+fAOey4GDSUwil1xmMYuZl92mMCXitatERERExkJqauqA0+X8fj+dnZ10dXXR09ODz+fD6/Xi9Xrx+XxXPP7yhJTFYiEpKQmLxUJKSgo2my38/CkpKZjN+hJPREQ+p6SUJCwTJqb33b6MFy++vpu372bBggMHqaiOgYiIiIxPFouFjIwMMjIyrvhdMBj80s1sNmOxWFSUXEREhkVJKRm3+utJiYiIiMjQXF5HSkREZKS0flZERERERERERCJOSSkREREREREREYk4JaVERERERERERCTilJQSEREREREREZGIU1JKREREREREREQiTkkpERERERERERGJOCWlREREREREREQk4pSUEhERERERERGRiEuKdgAjEQwGAWhra4tyJCIiIpKI+ucYbW1tZGRkYDKZohzRyGn+JCIiImOtf57RP+/4KnGdlPJ4PAA4nc4oRyIiIiKJzOl00trait1uj3YoI6b5k4iIiESKx+MhMzPzK39vCg6WtophgUCA2tramPjmsq2tDafTyfnz5xNiwhopajdj1G7Gqe2MUbsZo3YzJpbaLRgM4vF4yMjIwG63R32+MRpiaf4EsfV5xxO1mzFqN2PUbsao3YxRuxkTa+3WP4fKy8vDbP7qylFxvVLKbDYzbdq0aIcxgN1uj4kDIN6o3YxRuxmntjNG7WaM2s2YWGm3r/t2Lx7F4vwJYufzjjdqN2PUbsao3YxRuxmjdjMmltptKHMoFToXEREREREREZGIU1JKREREREREREQiTkmpUZKSksIzzzxDSkpKtEOJK2o3Y9RuxqntjFG7GaN2M0btNr7o8zZG7WaM2s0YtZsxajdj1G7GxGu7xXWhcxERERERERERiU9aKSUiIiIiIiIiIhGnpJSIiIiIiIiIiEScklIiIiIiIiIiIhJxSkqJiIiIiIiIiEjEKSklIiIiIiIiIiIRlxTtABLN/v37OX78OD6fj5MnT7J+/XomTpwY7bBi3tGjR9m3bx9Wq5Xy8nJWrVrF3Llzox1WzKusrGTPnj387ne/o7q6OtrhxLzm5mZWr15NQUEBbrebDRs2kJqaGu2wYp6OM2PUrxmjcXR80udujPoZYzSuDY/mT8boODNG/Zpx8TqWmoLBYDDaQSSS4uJiysvLMZlM/P3vf2fv3r288MIL0Q4r5i1ZsoTdu3cDUF9fz7Jlyzh48GCUo4ofLpeLmpqaaIcR8x5++GHuvfdeFi9ezN/+9jcOHz7Mc889F+2w4oaOs+FRv2aMxtHxSZ+7MepnRkbj2tBo/jQyOs6GR/2acfE6lur0vVG2dOlSent7ASgqKuLcuXPRDSgONDc3U1ZWRmdnJwA5OTk0NjZGOar4YjbrT3kw7e3t7N27l0WLFgGwePFitm3bRiAQiHJk8UPH2dCpXzNO4+j4pM99+NTPjJzGtcFp/jRyOs6GTv3ayMTrWKq/kFG2YcMGrFYrANu3b+ehhx6KckSxz+FwsHv3bmw2GwBut5vs7OwoRyWJ5tixYxQVFYUnBjabDbvdTmVlZZQjk0Skfs04jaPjkz734VM/I5Gg+ZNEkvq1kYnXsVQ1pQzYuXMnBw4cuGJ/SUkJCxYsoKqqiqeffpqJEyfyy1/+MgoRxqava7eFCxeG72/atIl169ZFMrSYNtjxJkNTV1fH5MmTB+xzOBzU19dTWFgYpagkkalfM07jaGLS/MkYzZ+M0fxpdGj+JJGmfm1k4nEsVU2pMfTnP/+ZTz75hI0bN0Y7lLjx/vvvc/HiRVauXBntUOJKQUFB3CzPjJbXX3+dHTt28Oabb4b33XzzzWzZsoV58+ZFMbL4oePMGPVrxmkcHZ/0uQ+f+hljNK4NTvOnkdNxZoz6tZGJp7FUp++NodLSUl599VW6urqiHUpcOHLkCBcuXFDHI2Piqquuwu12D9jX0tLClClTohSRjAfq10ZG4+j4pM99eNTPyFjS/EmiQf3ayMXTWKqk1Cjq7OzkzjvvvKLwn9frjVJE8aO6upqysrLwea9VVVVx8Qck8WPevHkcP36c/sWhHR0dBAIBcnNzoxyZJCr1a8OncXR80udunPoZGWuaP0mkqV8zJp7HUiWlRlFHRweHDx8OFwI8efIkxcXFZGZmRjmy2Obz+di6dStPPPFEeN/LL79MSkpK9IKKMz6fD52J+/UcDge33347+/fvB2D37t2UlpZiMpmiHFn80HE2dOrXjNE4Oj7pczdG/czIaVwbnOZPI6fjbOjUrxkXz2OpakqNsrfeeouqqioyMjI4deoUa9asYerUqdEOK6bt2rWL0tLS8FUWfD4fdrud06dPRzmy2Hf27Fm2b9/OU089xerVq3nggQe44YYboh1WzGppaWHNmjW4XC7q6+vZuHGjBrkh0HE2fOrXjNM4Oj7pcx8+9TPGaVwbHs2fjNFxNnzq10YmXsdSJaVERERERERERCTidPqeiIiIiIiIiIhEnJJSIiIiIiIiIiIScUpKiYiIiIiIiIhIxCkpJSIiIiIiIiIiEaeklIiIiIiIiIiIRJySUiIiIiIiIiIiEnFKSomIiIiIiIiISMQpKSUiIiIiIiIiIhGnpJSIiIiIiIiIiEScklIiIiIiIiIiIhJx/w8neGr/lSqZqAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1200x1000 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# 设置中文字体\n",
    "plt.rcParams['font.sans-serif'] = ['SimSun']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 生成 x 轴数据\n",
    "x = np.linspace(-np.pi, np.pi, 100)\n",
    "y = np.sin(x)\n",
    "\n",
    "# 创建一个大小为 12x10 的图形\n",
    "plt.figure(figsize=(12, 10))\n",
    "\n",
    "# 子图1：使用默认颜色循环\n",
    "plt.subplot(3, 2, 1)\n",
    "plt.plot(x, y, label='C0', color='C0')\n",
    "plt.plot(x, y - 0.1, label='C1', color='C1')\n",
    "plt.plot(x, y - 0.2, label='C2', color='C2')\n",
    "plt.title('默认颜色循环')\n",
    "plt.legend()\n",
    "\n",
    "# 子图2：使用单字母颜色表示\n",
    "plt.subplot(3, 2, 2)\n",
    "plt.plot(x, y - 0.5, label='b', color='b')\n",
    "plt.plot(x, y - 0.6, label='g', color='g')\n",
    "plt.plot(x, y - 0.7, label='r', color='r')\n",
    "plt.title('单字母颜色表示')\n",
    "plt.legend()\n",
    "\n",
    "# 子图3：使用颜色名称\n",
    "plt.subplot(3, 2, 3)\n",
    "plt.plot(x, y - 0.8, label='blue', color='blue')\n",
    "plt.plot(x, y - 0.9, label='green', color='green')\n",
    "plt.plot(x, y - 1.0, label='red', color='red')\n",
    "plt.title('颜色名称')\n",
    "plt.legend()\n",
    "\n",
    "# 子图4：使用 RGBA 元组\n",
    "plt.subplot(3, 2, 4)\n",
    "plt.plot(x, y - 1.1, label='(0,0,0)', color=(0, 0, 0))\n",
    "plt.plot(x, y - 1.2, label='(1,0,0)', color=(1, 0, 0))\n",
    "plt.plot(x, y - 1.3, label='(0,1,0)', color=(0, 1, 0))\n",
    "plt.title('RGBA 元组')\n",
    "plt.legend()\n",
    "\n",
    "# 子图5：使用十六进制 RGB 颜色\n",
    "plt.subplot(3, 2, 5)\n",
    "plt.plot(x, y - 1.1, label='#000000', color='#000000')\n",
    "plt.plot(x, y - 1.2, label='#FF0000', color='#FF0000')\n",
    "plt.plot(x, y - 1.3, label='#00FF00', color='#00FF00')\n",
    "plt.title('十六进制 RGB')\n",
    "plt.legend()\n",
    "\n",
    "# 子图6：使用灰度值\n",
    "plt.subplot(3, 2, 6)\n",
    "plt.plot(x, y - 1.4, label='0', color='0')\n",
    "plt.plot(x, y - 1.5, label='0.5', color='0.5')\n",
    "plt.plot(x, y - 1.6, label='0.8', color='0.8')\n",
    "plt.title('灰度值')\n",
    "plt.legend()\n",
    "\n",
    "# 显示图形\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1.4.2 线型和线宽\n",
    "\n",
    "<img src=\"images/linestyle.png\" alt=\"Matplotlib线型和线宽\" style=\"zoom:10%;\" />\n",
    "\n",
    "\n",
    "线形是指线条的样式，线宽是指线条的粗细。可以使用 `linestyle` 参数来设置线条的样式，常见的线型有：\n",
    "- '-'：实线\n",
    "- '--'：虚线\n",
    "- '-.'：点划线\n",
    "- ':'：点线\n",
    "- (offset, (on_off_seq)) : `offset` 表示线条开始时的初始跳过的点数。 `(on_off_seq)` 是一个元组，表示线条的样式序列。例如 `(1, 2)` 其中  `1` 表示实线段的长度。 `2` 表示空白（间隔）的长度。\n",
    "- 'None'：不显示线条\n",
    "\n",
    "\n",
    "当使用虚线时可以使用dash_capstyle参数设置线段的端点样式，常见的端点样式有：'butt'（平直端点）、'round'（圆形端点）、'projecting'（方形端点）。\n",
    "\n",
    "此外还可以使用 `linewidth` 参数设置线条的宽度，常见的线宽有：1、2、3、4、5，数字越大线越粗。\n",
    "\n",
    "下面的程序演示了如何使用不同的线型和线宽进行绘图："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import matplotlib.path as mpath\n",
    "\n",
    "# 设置中文字体\n",
    "plt.rcParams['font.sans-serif'] = ['SimSun']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# 生成 x 轴数据\n",
    "x = np.linspace(-np.pi, np.pi, 100)\n",
    "y = np.sin(x)\n",
    "\n",
    "# 创建一个大小为 12x6 的图形\n",
    "# plt.figure(figsize=(12, 6))\n",
    "\n",
    "plt.subplot(2, 1, 1)\n",
    "# 实线\n",
    "plt.plot(x, y, label='-', color='C0', linestyle='-')\n",
    "# 虚线\n",
    "plt.plot(x, y - 1, label='--', color='C1', linestyle='--')\n",
    "# 点划线\n",
    "plt.plot(x, y - 2, label='-.', color='C2', linestyle='-.')\n",
    "# 点线\n",
    "plt.plot(x, y - 3, label=':', color='C3', linestyle=':')\n",
    "# 自定义线型\n",
    "plt.plot(x, y - 4, label='(0,(1, 2))', color='C4', linestyle=(0,(1, 2)))\n",
    "plt.plot(x, y - 5, label='(0,(2, 2))', color='C5', linestyle=(0,(2, 2)))\n",
    "\n",
    "plt.legend()\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "# 设置线条宽度\n",
    "plt.plot(x, y - 6, label='linewidth=1', color='C6', linestyle='-', linewidth=1)\n",
    "plt.plot(x, y - 7, label='linewidth=2', color='C7', linestyle='-', linewidth=2)\n",
    "plt.plot(x, y - 8, label='linewidth=3', color='C8', linestyle='-', linewidth=3)\n",
    "\n",
    "# 设置线条样式\n",
    "plt.plot(x, y - 9, label='dash_capstyle=butt', color='C9', linestyle='--', linewidth=2, dash_capstyle='butt')\n",
    "plt.plot(x, y - 10, label='dash_capstyle=round', color='C0', linestyle='--', linewidth=2, dash_capstyle='round')\n",
    "plt.plot(x, y - 11, label='dash_capstyle=projecting', color='C1', linestyle='--', linewidth=2, dash_capstyle='projecting')\n",
    "\n",
    "# 显示图例\n",
    "plt.legend()\n",
    "\n",
    "# 显示图形\n",
    "plt.show()\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1.4.3 标记\n",
    "\n",
    "在画散点图或者带有标记的折线图时，可以使用 `marker` 参数设置标记的样式。常见的标记如下图所示：\n",
    "\n",
    "<img src=\"images/markers.png\" alt=\"Matplotlib标记\" style=\"zoom:15%;\" />\n",
    "\n",
    "下面的程序演示了如何使用不同的标记进行绘图："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import matplotlib.path as mpath\n",
    "\n",
    "# 设置中文字体\n",
    "plt.rcParams['font.sans-serif'] = ['SimSun']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "marker_style = dict(markersize=10, markerfacecolor='w', markeredgewidth=2)\n",
    "X = np.linspace(0, 10, 20)\n",
    "Y = 3 * X + 1\n",
    "\n",
    "\n",
    "plt.figure(figsize=(10, 10))\n",
    "\n",
    "plt.subplot(2, 2, 1)\n",
    "# 填充图形\n",
    "plt.plot(X, Y,  color='C0', marker='o', **marker_style,label='o')\n",
    "plt.plot(X, Y-10,  color='C1', marker='s', **marker_style,label='s')\n",
    "plt.plot(X, Y-20,  color='C2',  marker='^', **marker_style,label='^')\n",
    "\n",
    "# 添加标题\n",
    "plt.title('填充型标记')\n",
    "\n",
    "# 添加 x 轴和 y 轴标签\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "\n",
    "# 添加图例\n",
    "plt.legend()\n",
    "\n",
    "# 显示网格\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(2, 2, 2)\n",
    "# 非填充图形\n",
    "plt.plot(X, Y, color='C0',  marker='1', **marker_style,label='1')\n",
    "plt.plot(X, Y-10,  color='C1',  marker='4', **marker_style,label='4')\n",
    "plt.plot(X, Y-20,  color='C2', marker='+', **marker_style,label='+')\n",
    "\n",
    "plt.title('非填型标记')\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(2, 2, 3)\n",
    "marker_style = dict(markersize=15, markeredgewidth=1,linestyle=\"-\")\n",
    "\n",
    "# TeX 符号标记\n",
    "plt.plot(X, Y, color='C0', marker=r\"$\\frac{1}{2}$\", **marker_style,label=r\"$\\frac{1}{2}$\")\n",
    "plt.plot(X, Y-10,  color='C1', marker='$\\u266B$', **marker_style,label='$\\u266B$')\n",
    "plt.plot(X, Y-20,  color='C2', marker=r'$\\mathcal{A}$', **marker_style,label=r'$\\mathcal{A}$')\n",
    "\n",
    "plt.title('TeX 符号标记')\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(2, 2, 4)\n",
    "# Paths 创建的标记\n",
    "\n",
    "star = mpath.Path.unit_regular_star(6)\n",
    "circle = mpath.Path.unit_circle()\n",
    "# concatenate the circle with an internal cutout of the star\n",
    "cut_star = mpath.Path(\n",
    "    vertices=np.concatenate([circle.vertices, star.vertices[::-1, ...]]),\n",
    "    codes=np.concatenate([circle.codes, star.codes]))\n",
    "plt.plot(X, Y, color='C0', marker=star, **marker_style,label='星形')\n",
    "plt.plot(X, Y-10,  color='C1', marker=circle, **marker_style,label='圆形')\n",
    "plt.plot(X, Y-20,  color='C2', marker=cut_star, **marker_style,label='星形+圆形')\n",
    "\n",
    "plt.title('Paths 创建的标记')\n",
    "\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "\n",
    "\n",
    "# 调整子图之间的间距\n",
    "plt.tight_layout()\n",
    "# 显示图形\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "可用的中文字体：\n",
      "YouYuan\n",
      "Microsoft YaHei\n",
      "STXingkai\n",
      "Microsoft JhengHei\n",
      "FangSong\n",
      "KaiTi\n",
      "STKaiti\n",
      "Microsoft YaHei\n",
      "STFangsong\n",
      "STXihei\n",
      "Microsoft YaHei\n",
      "Microsoft JhengHei\n",
      "SimHei\n",
      "Microsoft JhengHei\n",
      "共 14 种\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.font_manager as fm\n",
    "\n",
    "# 获取所有字体\n",
    "font_list = fm.fontManager.ttflist\n",
    "\n",
    "# 筛选出中文字体\n",
    "chinese_fonts = [f.name for f in font_list if 'chinese' in f.name.lower() or 'fangsong' in f.name.lower() or 'hei' in f.name.lower() or 'kai' in f.name.lower() or 'yuan' in f.name.lower()]\n",
    "\n",
    "print(\"可用的中文字体：\")\n",
    "for font in chinese_fonts:\n",
    "    print(font)\n",
    "print(\"共 %d 种\" % len(chinese_fonts))"
   ]
  }
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